Ch121a Atomic Level Simulations of Materials and Molecules Room BI 115 Hours: Monday, Wednesday, Friday 2-3pm Lecture 1, March 31, 2014 QM-1: HF Presented by Dr. Julius Su/SKIES William A. Goddard III, wag@wag.caltech.edu Charles and Mary Ferkel Professor of Chemistry, Materials Science, and Applied Physics, California Institute of Technology TA’s Caitlin Scott and Andrea Kirkpatrick Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 1 CH121a Atomic Level Simulations of Materials and Molecules Instructor: William A. Goddard III Prerequisites: some knowledge of quantum mechanics, classical mechanics, thermodynamics, chemistry, Unix. At least at the Ch2a level Ch121a is meant to be a practical hands-on introduction to expose students to the tools of modern computational chemistry and computational materials science relevant to atomistic descriptions of the structures and properties of chemical, biological, and materials systems. This course is aimed at experimentalists (and theorists) in chemistry, materials science, chemical engineering, applied physics, biochemistry, physics, geophysics, and mechanical engineering with an interest in characterizing and designing molecules, drugs, and materials. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 2 Motivation: Design Materials, Catalysts, Pharma from 1st Principles so can do design prior to experiment To connect 1st Principles (QM) to Macro work use an overlapping hierarchy of methods (paradigms) (fine scale to coarse) so that parameters of coarse level are determined by fine scale calculations. Thus all simulations are first-principles based time ELECTRONS ATOMS GRAINS GRIDS hours Continuum (FEM) millisec Micromechanical modeling Protein clusters MESO nanosec MD picosec Deformation and Failure Protein Structure and Function QM femtosec simulations real devices full cell (systems biology) distance Å nm micron mm Big breakthrough making FC simulations yards practical: Accurate calculations for bulk phases reactive force fields based on QM and molecules (EOS, bond dissociation) Describes: chemistry,charge transfer, etc. For 3 Chemical Reactions (P-450 © oxidation) metals, oxides,III,organics. Lecture 1Ch121a-Goddard-L01 copyright 2012 William A. Goddard all rights reserved\ Lectures The lectures cover the basics of the fundamental methods: quantum mechanics, force fields, molecular dynamics, Monte Carlo, statistical mechanics, etc. required to understand the theoretical basis for the simulations the homework applies these principles to practical problems making use of modern generally available software. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 4 Homework and Research Project First 5 weeks: The homework each week uses generally available computer software implementing the basic methods on applications aimed at exposing the students to understanding how to use atomistic simulations to solve problems. Each calculation requires making decisions on the specific approaches and parameters relevant and how to analyze the results. Midterm: each student submits proposal for a project using the methods of Ch121a to solve a research problem that can be completed in the final 5 weeks. The homework for the last 5 weeks is to turn in a one page report on progress with the project The final is a research report describing the calculations and conclusions Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 5 Methods to be covered in the lectures include: Quantum Mechanics: Hartree Fock and Density Function methods Force Fields standard FF commonly used for simulations of organic, biological, inorganic, metallic systems, reactions; ReaxFF reactive force field: for describing chemical reactions, shock decomposition, synthesis of films and nanotubes, catalysis Molecular Dynamics: structure optimization, vibrations, phonons, elastic moduli, Verlet, microcanonical, Nose, Gibbs Monte Carlo and Statistical thermodynamics Growth amorphous structures, Kubo relations, correlation functions, RIS, CCBB, FH methods growth chains, Gauss coil, theta temp Coarse grain approaches eFF for electron dynamics Tight Binding for electronic properties solvation, diffusion, mesoscale force fields 6 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Applications will include prototype examples involving such materials as: Organic molecules (structures, reactions); Semiconductors (IV, III-V, surface reconstruction) Ceramics (BaTiO3, LaSrCuOx) Metal alloys (crystalline, amorphous, plasticity) Polymers (amorphous, crystalline, RIS theory, block); Protein structure, ligand docking DNA-structure, ligand docking Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 7 The stratospheric review of QM You should have already been exposed to all the material on the next xx slides This is just a review to remind you of the key points Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 8 Starting point for First Principles QM Classical Mechanics Energy = Kinetic energy + Potential energy Kinetic energy = + A 1 1 2 Z Z Z 1 p 2A + p i A B A 2M A i 2 A B R AB i A R Ai i j rij electrons atoms 1 1 2 Z AZ B ZA 1 2 A 2M energy i 2 =i A Potential R R A B i A i j rij A AB Ai Nucleus-Nucleus repulsion Nucleus-Electron attraction Electron-Electron repulsion Can optimize electron coordinates and momenta separately, thus lowest energy: all p=0 KE =0 All electrons on nuclei: PE = - infinity Makes for dull world Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 9 Starting point for First Principles Ab Initio, quantum mechanics The wavefunction Ψ(r1,r2,…,rN) contains all information of system determine KE and PE Energy = < Ψ|KE operator|Ψ> + < Ψ|PE operator|Ψ> Kinetic energy op = A 1 1 Z Z Z 1 2A i2 A B A 2M A i 2 A B RAB i A RAi i j rij atoms electrons 1 1 2 Z AZ B ZA 1 2 Potential A 2M energy i 2= i A R R A B i A i j rij A AB Ai Optimize Ψ, get HelΨ=EΨ 11 22 1Z A2Z B Z A Z B Z A Z A 1 1 i A H i 2A =A 2i Mel Ai B2 R AB A B iRABA R Ai jAirij i j rij i A iR Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 10 Schrodinger Equation HelΨ=EΨ 1 1 22 1 Z A2Z B Z A Z B Z A ZA 1 1 H = Ai i 2 RAB A B Ri AB A RiAi A iR Ai A 2M i B iel 2 A j rij i j rij A 2 A Solving SE gives exact properties of molecules, solids, enzymes, etc History H atom, Schrodinger 1925-26 H2 Simple (Valence bond) 1927, accurate 1937 C2H6 simple 1963, accurate 1980’s 2008: can get accurate wavefunctions for ~100-200 atoms Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 11 Topic 1: Practical Quantum Chemistry Solve Schrödinger Equation HelΨ=EΨ 1 1 22 1 Z A2Z B Z A Z B Z A ZA 1 1 H = el Ai i 2M i 2 A 2 i B A RAB A B Ri AB A RiAi R r A i Ai j ij i j rij For benzene we have 12 nuclei and hence 3*12=36 degrees of freedom (dof) and 42 electrons or 3*42 dof For each set of nuclear dof, we solve HelΨ=EΨ to calculate Ψ, the probability amplitudes for finding the 42 electrons at various locations 1st term: kinetic energy operator HOW MANY 2nd term: attraction of electrons to nuclei: HOW MANY 3rd term: electron-electron repulsion HOW MANY th term: what is missing? 12 4Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ The Schrödinger Equation: Kinetic Energy Solve Schrödinger Equation HelΨ=EΨ 1 1 22 1 Z A2Z B Z A Z B Z A ZA 1 1 H = el Ai i 2M i 2 A 2 i B A RAB A B Ri AB A RiAi R r A i Ai j ij i j rij For benzene we have 12 nuclei and hence 3*12=36 degrees of freedom (dof) and 42 electrons or 3*42 dof For each set of nuclear dof, we solve HelΨ=EΨ to calculate Ψ, the probability amplitudes for finding the 42 electrons at various locations 1st term: kinetic energy operator: 42 terms 2nd term: attraction of electrons to nuclei: HOW MANY 3rd term: electron-electron repulsion HOW MANY th term: what is missing? 13 4Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ The Schrödinger Equation: Nuclear-Electron Solve Schrödinger Equation HelΨ=EΨ 1 1 22 1 Z A2Z B Z A Z B Z A ZA 1 1 H = el Ai i 2M i 2 A 2 i B A RAB A B Ri AB A RiAi R r A i Ai j ij i j rij For benzene we have 12 nuclei and hence 3*12=36 degrees of freedom (dof) and 42 electrons or 3*42 dof For each set of nuclear dof, we solve HelΨ=EΨ to calculate Ψ, the probability amplitudes for finding the 42 electrons at various locations 1st term: kinetic energy operator: 42 terms 2nd term: attraction of electrons to nuclei: 42*12= 504 3rd term: electron-electron repulsion HOW MANY th term: what is missing? 14 4Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ The Schrödinger Equation: Electron-Electron Solve Schrödinger Equation HelΨ=EΨ 1 1 22 1 Z A2Z B Z A Z B Z A ZA 1 1 H = el Ai i 2M i 2 A 2 i B A RAB A B Ri AB A RiAi R r A i Ai j ij i j rij For benzene we have 12 nuclei and hence 3*12=36 degrees of freedom (dof) and 42 electrons or 3*42 dof For each set of nuclear dof, we solve HelΨ=EΨ to calculate Ψ, the probability amplitudes for finding the 42 electrons at various locations 1st term: kinetic energy operator: 42 terms 2nd term: attraction of electrons to nuclei: 42*12= 504 3rd term: electron-electron repulsion 42*41/2= 861 terms th term: what is missing? 15 4Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ The Schrödinger Equation: Nuclear-Nuclear Solve Schrödinger Equation HelΨ=EΨ 1 1 22 1 Z A2Z B Z A Z B Z A ZA 1 1 H = 2 i el Ai 2 R R r M 2 R R i B iAi A i Ai i A A j ij i j rij AB A B i AB A Missing is the nuclear-nuclear repulsion Enn = SA<B ZA*ZB/RAB This does not depend on electron coordinates, but it does affect the total energy Eel = <Ψ|Hel|Ψ>/<Ψ|Ψ>= Etotal = Eel + Enn Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 16 Closed shell Hartree Fock (HF) For benzene with 42 electrons, the ground state HF wavefunction has 21 doubly occupied orbitals, φ1,.. φi,.. φ21 And we want to determine the optimum shape and energy for these orbitals First consider the componets of the total energy Σ i=1,21< φi|h|φi> from the 21 up spin orbitals Σ i=1,21< φi|h|φi> from the 21 down spin orbitals Σ I<j=1,21 [Jij – Kij] interactions between the 21 up spin orbitals Σ I<j=1,21 [Jij – Kij] interactions between the 21 down spin orbitals Σ I≠j=1,21 [Jij] interactions of the 21 up spin orbitals with the 21 down spin orbitals Enn = Σ A<B=1,12 ZAZB/RAB nuclear-nuclear repulsion Combining these terms leads to E = Σ i=1,21 2< φi|h|φi> + Enn + Σ I≠j=1,21 2[2Jij-Kij] + Σ I=1,21 [2Jii] But Jii = Kii so we can rewrite this as Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 17 The HF orbitals of H2O TAs put energies of 5 occupied orbitals plus lowest 2 unoccupied orbitals, use correct symmetry notation Show orbitals Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 18 The HF orbitals of ethylene TAs put energies of 8 occupied orbitals plus lowest 2 unoccupied orbitals, use correct symmetry notation Show orbitals Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 19 Results for Benzene The energy of the C1s orbital is ~ - Zeff2/2 where Zeff = 6 – 0.3125 = 5.6875 Thus e1s ~ -16.1738 h0 = - 440.12 eV. This leads to 6 orbitals all with very similar energies. This lowest has the + combination of all 6 1s orbitals, while the highest alternates with 3 nodal planes. There are 6 CH bonds and 6 CC bonds that are symmetric with respect to the benzene plane, leading to 12 sigma MOs The highest MOs involve the p electrons. Here there are 6 electrons and 6 pp atomic orbitals leading to 3 doubly occupied and 3 empty orbitals with the pattern Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 20 The HF orbitals of benzene TAs put energies of 21 occupied orbitals plus lowest 4 unoccupied orbitals, use correct symmetry notation Show orbitals Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 21 Pi orbitals of benzene Top view Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 22 The HF orbitals of N2 With 14 electrons we get M=7 doubly occupied HF orbitals We can visualize this as a triple NN bond plus valence lone pairs Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 23 The energy diagram for N2 TAs put energies of 7 occupied orbitals plus lowest 2 unoccupied orbitals, use correct symmetry notation Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 24 The energy expression for closed shell HF E = Σ i=1,21 2< φi|h|φi> + Enn + Σ I<j=1,21 2[2Jij-Kij] + Σ I=1,21 [Jii] This says for any two different orbitals we get 4 coulomb interactions and 2 exchange interactions, but the two electrons in the same orbital only lead to a single Coulomb term Since Jii = Kii (self coulomb = self exchange) we can write E = Σ i=1,21 2< φi|h|φi> + Enn + Σ I≠j=1,21 [2Jij-Kij] + Σ I=1,21 [2Jii-Kii] and hence E = Σ i=1,21 2< φi|h|φi> + Enn + Σ I,j=1,21 [2Jij-Kij] which is the final expression for Closed Shell HF Now we need to apply the variational principle to find the equations determining the optimum orbitals, the HF orbitals Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 25 Consider the case of 4 electrons in 2 orbitals E = 2<φ1|h|φ1> + 2< φ2|h|φ2> + Enn + [2J11-K11] +2[2J12-K12] + [2J22-K22] Here we can write Jij = (ii|jj) where the first two indices go with electron 1 and the other two with electron 2 Also we write Jij = (ii|jj) = <i|Jj|i>, where Jj is the coulomb potetial seen by electron 1 due to the electron in orbital j. Thus if we change φ1 to φ1 + dφ1 the change in the energy is dE = 4<dφ1|h|φ1> + 4 <dφ1|2J1-K1|φ1> + 4 <dφ1|2J2-K2|φ1> = 4 <dφ1|HHF|φ1> Where HHF = h + Σj=1,2 [2Jj-Kj] is called the HF Hamiltonian In the above expression we assume that φ1 was normalized, <φ1|h|φ1> = 1. Imposing this constraint (a Lagrange multiplier) leads to <dφ1|HHF – l1|φ1> = 0 and <dφ2|HHF – l2|φ2> = 0 Thus the optimum orbitals satisfy HHFφk = lk φk the HF equations Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 26 The general case of 2M electrons For the general case the HF closed shell equations are HHFφk = lk φk where we solve for k=1,M occupied orbitals HHF = h + Σj=1,M [2Jj-Kj] This is the same as the Hamiltonian for a one electron system moving in the average electrostatic and exchange potential, 2Jj-Kj due to the other N-1 = 2M-1 electrons Problem: sum over 2Jj leads to 2M Coulomb terms, not 2M-1 This is because we added the self Coulomb and exchange terms But (2Jk-Kk) φk = (Jk) φk so that these self terms cancel. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 27 Analyze HF equations The optimum orbitals for the 4 electron closed shell wavefunction Ψ(1,2,3,4) = A[(aa)(ab)(ba)(bb)] Are eigenstate of the HF equations HHFφk = lk φk for k=1,2 where HHF = h + Σj=1,2 [2Jj-Kj] This looks like a one-electron Hamiltonian but it involves the average Coulomb potential of 2 electrons in φa plus 2 electrons in φb plus exchange interactions with one electron in φa plus one electron in φb It seems wrong that there should be 4 coulomb interactions whereas each electron sees only 3 other electrons and that there are two exchange interactions whereas each electron sees only one other with the same spin. This arises because we added and subtracted a self term in the total energy Since (Jk-Kk)φk = 0 there spurious terms cancel. 28 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Main practical applications of QM Determine the Optimum geometric structure and energies of molecules and solids Determine geometric structure and energies of reaction intermediates and transition states for various reaction steps Determine properties of the optimized geometries: bond lengths, energies, frequencies, electronic spectra, charges Determine reaction mechanism: detailed sequence of steps from reactants to products Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 29 The Matrix HF equations The HF equations are actually quite complicated because Kj is an integral operator, Kj φk(1) = φj(1) ʃ d3r2 [φj(2) φk(2)/r12] The practical solution involves expanding the orbitals in terms of a basis set consisting of atomic-like orbitals, φk(1) = Σm Cm Xm, where the basis functions, {Xm, m=1, MBF} are chosen as atomic like functions on the various centers As a result the HF equations HHFφk = lk φk Reduce to a set of Matrix equations ΣjmHjmCmk = ΣjmSjmCmkEk This is still complicated since the Hjm operator includes Exchange terms Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 30 Minimal Basis set – STO-3G For benzene the smallest possible basis set is to use a 1s-like single exponential function, exp(-zr) called a Slater function, centered on each the 6 H atoms and C1s, C2s, C2pz, C2py, C2pz functions on each of the 6 C atoms This leads to 42 basis functions to describe the 21 occupied MOs and is refered to as a minimal basis set. In practice the use of exponetial functions, such as exp(-zr), leads to huge computational costs for multicenter molecules and we replace these by an expansion in terms of Gaussian basis functions, such as exp(-ar2). The most popular MBS is the STO-3G set of Pople in which 3 gaussian functions are combined to describe each Slater function Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 31 Double zeta + polarization Basis sets – 6-31G** To allow the atomic orbitals to contract as atoms are brought together to form bonds, we introduce 2 basis functions of the same character as each of the atomic orbitals: Thus 2 each of 1s, 2s, 2px, 2py, and 2pz for C This is referred to as double zeta. If properly chosen this leads to a good description of the contraction as bonds form. Often only a single function is used for the C1s, called split valence In addition it is necessary to provide one level higher angular momentum atomic orbitals to describe the polarization involved in bonding Thus add a set of 2p basis functions to each H and a set of 3d functions to each C. The most popular such basis is referred to as 6-31G** Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 32 6-31G** and 6-311G** 6-31G** means that the 1s is described with 6 Gaussians, the two valence basis functions use 3 gaussians for the inner one and 1 Gaussian for the outer function The first * use of a single d set on each heavy atom (C,O etc) The second * use of a single set of p functions on each H The 6-311G** is similar but allows 3 valence-like functions on each atom. There are addition basis sets including diffuse functions (+) and additional polarization function (2d, f) (3d,2f,g), but these will not be relvent to EES810 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 33 Effective Core Potentials (ECP, psuedopotentials) For very heavy atoms, say starting with Sc, it is computationally convenient and accurate to replace the inner core electrons with effective core potentials For example one might describe: • Si with just the 4 valence orbitals, replacing the Ne core with an ECP or • Ge with just 4 electrons, replacing the Ni core • Alternatively, Ge might be described with 14 electrons with the ECP replacing the Ar core. This leads to increased accuracy because the • For transition metal atoms, Fe might be described with 8 electrons replacing the Ar core with the ECP. • But much more accurate is to use the small Ne core, explicitly treating the (3s)2(3p)6 along with the 3d and 4s electrons Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 34 Software packages Jaguar: Good for organometallics QChem: very fast for organics Gaussian: many analysis tools GAMESS HyperChem ADF Spartan/Titan Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 35 HF wavefunctions Good distances, geometries, vibrational levels But breaking bonds is described extremely poorly energies of virtual orbitals not good description of excitation energies cost scales as 4th power of the size of the system. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 36 Electron correlation In fact when the electrons are close (rij small), the electrons correlate their motions to avoid a large electrostatic repulsion, 1/rij Thus the error in the HF equation is called electron correlation For He atom E = - 2.8477 h0 assuming a hydrogenic orbital exp(-zr) E = -2.86xx h0 exact HF (TA look up the energy) E = -2.9037 h0 exact Thus the elecgtron correlation energy for He atom is 0.04xx h0 = 1.x eV = 24.x kcal/mol. Thus HF accounts for 98.6% of the total energy Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 37 Configuration interaction Consider a set of N-electron wavefunctions: {i; i=1,2, ..M} where < i|j> = dij {=1 if i=j and 0 if i ≠j) Write approx = S (i=1 to M) Ci i Then E = < approx|H|approx>/< approx|approx> E= < Si Ci i |H| Si Cj j >/ < Si Ci i | Si Cj j > How choose optimum Ci? Require dE=0 for all dCi get Sj <i |H| Cj j > - Ei< i | Cj j > = 0 ,which we write as HCi = SCiEi in matrix notation, ie ΣjkHjkCki = ΣjkSjkCkiEi where Hjk = <j|H|k > and Sjk = < j|k > and Ci is a column vector for the ith eigenstate Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 38 Configuration interaction upper bound theorm Consider the M solutions of the CI equations HCi = SCiEi ordered as i=1 lowest to i=M highest Then the exact ground state energy of the system Satisfies Eexact ≤ E1 Also the exact first excited state of the system satisfies E1st excited ≤ E2 etc This is called the Hylleraas-Unheim-McDonald Theorem Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 39 Stop April 1, 2013 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 40 Alternative to Hartree-Fork, Density Functional Theory Walter Kohn’s dream: replace the 3N electronic degrees of freedom needed to define the N-electron wavefunction Ψ(1,2,…N) with just the 3 degrees of freedom for the electron density (x,y,z). It is not obvious that this would be possible but min P. Hohenberg and W. Kohn Phys. Rev. FHK [ ]B 76, 6062 V(1964). = V - rep Showed that there exists some functional of the density that gives the exact energy of the system Kohn did not specify the nature or form of this functional, but research over the last 46 years has provided increasingly accurate approximations to it. Lecture 1Ch121a-Goddard-L01 Walter Kohn (1923-) Nobel Chemistry 1998 41 © copyright 2012 William A. Goddard III, allPrize rights reserved\ The Hohenberg-Kohn theorem The Hohenberg-Kohn theorem states that if N interacting electrons move in an external potential, Vext(1..N), the ground-state electron density (xyz)=(r) minimizes the functional E[] = F[] + ʃ (r) Vext(r) d3r where F[] is a universal functional of and the minimum value of the functional, E, is E0, the exact ground-state electronic energy. Here we take Vext(1..N) = Si=1,..N SA=1..Z [-ZA/rAi], which is the electron-nuclear attraction part of our Hamiltonian. HK do NOT tell us what the form of this universal functional, only of its existence Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 42 Proof of the Hohenberg-Kohn theorem Mel Levy provided a particularly simple proof of Hohenberg-Kohn theorem {M. Levy, Proc. Nat. Acad. Sci. 76, 6062 (1979)}. Define the functional O as O[(r)] = min <Ψ|O|Ψ> |Ψ>(r) where we consider all wavefunctions Ψ that lead to the same density, (r), and select the one leading to the lowest expectation value for <Ψ|O|Ψ>. F[] is defined as F[(r)] = min <Ψ|F|Ψ> |Ψ>(r) where F = Si [- ½ i2] + ½ Si≠k [1/rik]. Thus the usual Hamiltonian is H = F + Vext Now consider a trial function Ψapp that leads to the density (r) and which minimizes <Ψ|F|Ψ> Then E[] = F[] + ʃ (r) Vext(r) d3r = <Ψ|F +Vext|Ψ> = <Ψ|H|Ψ> Thus E[] ≥ E0 the exact ground state energy. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 43 The Kohn-Sham equations Walter Kohn and Lou J. Sham. Phys. Rev. 140, A1133 (1965). Provided a practical methodology to calculate DFT wavefunctions They partitioned the functional E[] into parts E[] = KE0 + ½ ʃʃd3r1 d3r2 [(1) (2)/r12 + ʃd3r (r) Vext() + Exc[(r)] Where KE0 = Si <φi| [- ½ i2 | φi> is the KE of a non-interacting electron gas having density (r). This is NOT the KE of the real system. The 2nd term is the total electrostatic energy for the density (r). Note that this includes the self interaction of an electron with itself. The 3rd term is the total electron-nuclear attraction term The 4th term contains all the unknown aspects of the Density Functional Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 44 Solving the Kohn-Sham equations Requiring that ʃ d3r (r) = N the total number of electrons and applying the variational principle leads to [d/d(r)] [E[] – m ʃ d3r (r) ] = 0 where the Lagrange multiplier m = dE[]/d = the chemical potential Here the notation [d/d(r)] means a functional derivative inside the integral. To calculate the ground state wavefunction we solve HKS φi = [- ½ i2 + Veff(r)] φi = ei φi self consistently with (r) = S i=1,N <φi|φi> where Veff (r) = Vext (r) + J(r) + Vxc(r) and Vxc(r) = dEXC[]/d KS Lecture 1Ch121a-Goddard-L01 Thus H © copyright 2012 William A. Goddard III, all rights reserved\ looks quite analogous to HHF 45 The Local Density Approximation (LDA) We approximate Exc[(r)] as ExcLDA[(r)] = ʃ d3r eXC((r)) (r) where eXC((r)) is derived from Quantum Monte Carlo calculations for the uniform electron gas {DM Ceperley and BJ Alder, Phys.Rev.Lett. 45, 566 (1980)} It is argued that LDA is accurate for simple metals and simple semiconductors, where it generally gives good lattice parameters It is clearly very poor for molecular complexes (dominated by London attraction), and hydrogen bonding Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 46 Generalized gradient approximations The errors in LDA derive from the assumption that the density varies very slowly with distance. This is clearly very bad near the nuclei and the error will depend on the interatomic distances As the basis of improving over LDA a powerful approach has been to consider the scaled Hamiltonian E xc = E x E c Lecture 1Ch121a-Goddard-L01 E x = ε x ρ(r), ρ(r) ,...]ρ(r) dr © copyright 2012 William A. Goddard III, all rights reserved\ 47 LDA exchange Here we say that in LDA each electron interacts with all N electrons but should be N-1. The exchange term cancels this extra term. If density is uniform then error is proportional to 1/N. since electron density is = N/V ε LDA x (ρ) = A xρ(r ) Lecture 1Ch121a-Goddard-L01 1 3 1 3 3 3 A x = - . 4π © copyright 2012 William A. Goddard III, all rights reserved\ 48 Generalized gradient approximations E xc = E x E c 3.5 3.0 ε (ρ, ρ ) = ε LDA x F(s) Becke 88 2.5 F(S) E x = ε x ρ(r), ρ(r) ,...]ρ(r) dr GGA x F(s) GGA functionals X3LYP 2.0 1.5 PBE PW91 1.0 0.5 s= F B88 0.0 ρ 0.0 (24 π ) ρ 1 2 3 5.0 s 10.0 S 4 3 9 1 sa 1sinh 1 (sa 2 ) a 3s 2 Becke b = 0.0042 a4 and a5 zero (s ) = 1 1 1 sa 1sinh (sa 2 ) 2 1 sa 1sinh (sa 2 ) (a 3 a 4 e 100s PW91 (s ) = F 1 da ( ) 1 sa sinh sa a s a = 6 βa Here a = (48 π ) ,1 ,2 a = 5 1 2 1 2 3 2 2 a 10 2 3 , a = 6 βa , a = ( ) a = a = 48 π Here β , 1 2 4 2 3 1/ 3 2 81 2 Ax s ) a 42 10 6 10 β , a 4 = a 3 , a 5 = 1/ 3 , and d = 4. 2 3 81 Goddard III, all 21 / 32012 A x William A. 2 rights A x reserved\ © copyright 2 2 1 Lecture 1Ch121a-Goddard-L01 49 adiabatic connection formalism The adiabatic connection formalism provides a rigorous way to define Exc. It assumes an adiabatic path between the fictitious non-interacting KS system (λ = 0) and the physical system (λ = 1) while holding the electron density r fixed at its physical λ = 1 value for all λ of a family of partially interacting N-electron systems: Exc ] = U xc,l ]d l 1 0 is the exchange-correlation energy at intermediate coupling strength λ. The only problem is that the exact integrand is unknown. Becke, A.D. J. Chem. Phys. (1993), 98, 5648-5652. Langreth, D.C. and Perdew, J. P. Phys. Rev. (1977), B 15, 2884-2902. Gunnarsson, O. and Lundqvist, B. Phys. Rev. (1976), B 13, 4274-4298. Kurth, S. and Perdew, J. P. Phys. Rev. (1999), B 59, 10461-10468. Becke, A.D. J. Chem. Phys. (1993), 98, 1372-1377. Perdew, J.P. Ernzerhof, M. and Burke, K. J. Chem. Phys. (1996), 105, 99829985. Mori-Sanchez, P., Cohen, A.J. and Yang, W.T. J. Chem. Phys. (2006), 124, 091102-1-4. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 50 Becke half and half functional assume a linear model take U xc,l =0 = Exexact partition the exact exchange of the KS orbitals U xc,l =1 U approximate set U xc ,l = a bl LDA xc ,l =1 ExcLDA = ExLDA EcLDA Exexact =xcLDA ExcLDA xexact Exexact a =a E=xexact ; b ;=b E E Get half-and-half functional 1 exact 1 LDA LDA Exc ] = ( Ex Ex ) Ec 2 2 Becke, A.D. J. Chem. Phys. (1993), 98, 1372-1377 © copyright 2012 William A. Goddard III, all rights reserved\ Lecture 1Ch121a-Goddard-L01 51 Becke 3 parameter functional Empirically modify half-and-half ExcB3 ] = ExcLDA c1 ( Exexact ExLDA ) c2 ExGGA c3EcGGA where E x GGA E GGA is c is the gradient-containing correction terms to the LDA exchange the gradient-containing correction to the LDA correlation, c1 , c2 , c3 are constants fitted against selected experimental thermochemical data. The success of B3LYP in achieving high accuracy demonstrates that errors of E xcDFT for covalent bonding arise principally from the λ 0 or exchange limit, making it important to introduce some portion of exact exchange Becke, A.D. J. Chem. Phys. (1993), 98, 5648-5652. Becke, A.D. J. Chem. Phys. (1993), 98, 1372-1377. Perdew, J.P. Ernzerhof, M. and Burke, K. J. Chem. Phys. (1996), 105, 99829985. Mori-Sanchez, P., Cohen, A.J. and Yang, W.T. J. Chem. Phys. (2006), 124, 091102-1-4. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 52 Some popular DFT functionals LDA: Slater exchange Vosko-Wilk-Nusair correlation, etc GGA: Exchange: B88, PW91, PBE, OPTX, HCTH, etc Correlations: LYP, P86, PW91, PBE, HCTH, etc Hybrid GGA: B3LYP, B3PW91, B3P86, PBE0, B97-1, B97-2, B98, O3LYP, etc Meta-GGA: VSXC, PKZB, TPSS, etc Hybrid meta-GGA: tHCTHh, TPSSh, BMK, etc Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 53 Truhlar’s DFT functionals MPW3LYP, X1B95, MPW1B95, PW6B95, TPSS1KCIS, PBE1KCIS, MPW1KCIS, BB1K, MPW1K, XB1K, MPWB1K, PWB6K, MPWKCIS1K MPWLYP1w,PBE1w,PBELYP1w, TPSSLYP1w G96HLYP, MPWLYP1M , MOHLYP M05, M05-2x M06, M06-2x, M06-l, M06-HF M06 = HF tPBE + VSXC Lecture 1Ch121a-Goddard-L01 Hybrid meta-GGA © copyright 2012 William A. Goddard III, all rights reserved\ 54 Mu-Jeng Cheng Reductive Elimination Thermochemistry H/D exchange was measured from 153-173K by Girolami (J . Am. Chem. Soc., Vol. 120, 1998 6605) by NMR to have a barrier of G‡ = 8.1 kcal/mol. G(173K) B3LYP 0.0 M06 0.0 8.7 9.5 (reductive elimination) 4.6 5.3 (s-bound complex) 6.4 5.2 (site-exchange) M06 and B3LYP functionals both consistent with experimental barrier site exchange. These calculations use extended basis sets and PBF solvation QM allows first principles predictions on new ligands, oxidation states, and solvents. But there are error bars in the QM having to do with details of the caculations (flavor of DFT, basis set). We use the best available methods and compare to any available experimental data on known systems to assess the accuracy for new systems. Some examples here and on the next slides Typical validation: Metal-oxo Oxidations Phosphine oxidation by (Tp)Re(O)Cl2 and (Tpm)Re(O)Cl2+ was observed from 1550˚C in 1,2-dichlorobenzene by Seymore and Brown (Inorg. Chem., Vol. 39, 2000, 325): H‡(25C) Experiment: 17.1 kcal/mol M06: 16.6 B3LYP: 24.1 H‡(25C) Experiment: 13.4 kcal/mol M06: 11.8 B3LYP: 17.1 • M06 performs well • B3LYP overestimates bimolecular barriers involving bulky or polarizable species Fundamental problem in standard DFT methods bad description London Dispersion (vdW attraction) Use QM calculations on small systems ~100 atoms get accurate energies, geometries, stiffness Fit QM to force field to describe big systems (104 -107 atoms) Fit to obtain parameters for continuum systems macroscopic properties based on first principles (QM) Can predict novel materials where no empirical data available. General Problem with DFT: bad description of vdw attraction (London dispersion) Invalidates multiscale paradigm 57 Solution: XYGJ-OS method include excitations to virtual orbitals in order to describe London Dispersion in DFT this goes beyond using just density (occupied orbtials) E XYGJ-l OS xc ] = e E x HF x ( (1 ex ) E eVWN E S x VWN c eLYP E LYP c )e PT 2 E PT 2 c , os include only opposite spin and only local contributions Get {ex, eVWN, eLYP, ePT2} ={0.7731,0.2309, 0.2754, 0.4364}. A fast doubly hybrid density functional method close to chemical accuracy: XYGJ-OS Igor Ying Zhang, Xin Xu, Yousung Jung, William A. Goddard III PNAS 108 : 19896 (2011) 58 Density Functional Theory errors kcal/mol) atomize barrier Popular with physicists LDA 130.88 15.2 Include density gradient (GGA) BLYP 10.16 7.9 PW91 22.04 9.3 Popular with physicists PBE 20.71 9.1 Hybrid: include HF exchange Popular with chemists B3LYP 6.08 4.5 PBE0 5.64 3.9 Include KE functional fit to barriers and complexes M06-L 5.20 4.1 M06 3.37 2.2 M06-2X 2.26 1.3 Include excitations to virtuals XYGJ-OS 1.81 1.0 The level needed for G3 (cc) 1.06 0.9 reliable predictions 59 Problem cannot do XYGJ-OS for crystals Strategy: use XYGJ-OS to get accurate London Dispersion on small cluster use to obtain parameter for doing crystals (PBE-ulg) Sublimation energy (kcal/mol/molecule) PBE-lg 3 to 5% too high (zero point energy) Molecules PBE PBE-ℓg Exp. Benzene 1.051 12.808 11.295 Naphthalene 2.723 20.755 20.095 Anthracene 4.308 28.356 27.042 Cell volume (angstrom3/cell) PBE-lg 0 to 2% too small, thermal expansion Molecules PBE PBE-ℓg Exp. Benzene 511.81 452.09 461.11 Naphthalene 380.23 344.41 338.79 Anthracene 515.49 451.55 451.59 60 Problem cannot do XYGJ-OS for crystals Strategy: use XYGJ-OS to get accurate London Dispersion on small cluster use to obtain parameter for doing crystals (PBE-ulg) Sublimation energy (kcal/mol/molecule) PBE-lg 3 to 5% too high (zero point energy) Molecules PBE PBE-ℓg Exp. Benzene 1.051 12.808 11.295 Naphthalene 2.723 20.755 20.095 Anthracene 4.308 28.356 27.042 Cell volume (angstrom3/cell) PBE-lg 0 to 2% too small, thermal expansion Molecules PBE PBE-ℓg Exp. Benzene 511.81 452.09 461.11 Naphthalene 380.23 344.41 338.79 Anthracene 515.49 451.55 451.59 61 Equation of States of Benzene Crystal PBE-ulg predicts the correct coldcompression curve. Fundamental problem in standard DFT methods Use QM calculations on small systems ~100 atoms get accurate energies, geometries, stiffness Fit QM to force field to describe big systems (104 -107 atoms) Fit to obtain parameters for continuum systems macroscopic properties based on first principles (QM) Can predict novel materials where no empirical data available. General Problem with DFT: bad Invalidates multiscale description of vdw attraction paradigm (London dispersion) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 63 XYG3 approach to include London Dispersion in DFT Görling-Levy coupling-constant perturbation expansion Exc ] = U xc,l ]d l 1 Take initial slope as the 2nd 0 order correlation energy: Sum over virtual orbtials i j ˆee a b U xc ,l =0 = 2 U xc ,l l = 2 EcGL 2 l =0 i ˆx fˆ a 2 1 E = 4 ij ab e i e j e a e b e i ea i a where ˆee is the electron-electron repulsion operator, ˆx is the local exchange operator, and fˆ is the Fock-like, non-local exchange operator. LDA exact GL 2 exact Substitute into with or a = E ; b = E E b = 2 E U xc ,l = a bl x xc x c where GL 2 c Combine both approaches (2 choices for b) b = b1 EcGL 2 b2 ( ExcDFT Exexact ) ExcR5 ] = ExcLDA c1 ( Exexact ExLDA ) c2 ExGGA c3 ( EcPT 2 EcLDA ) c4 EcGGA DFT a double hybrid DFT that mixes some exact exchange into E x while also introducing a 2 DFT PT 2 certain portion of Ec into Ec GL 2 PT 2 contains the double-excitation parts of E E c c i j ˆee a b 1 = 4 ij ab e i e j e a e b This is a fifth-rung functional (R5) using information from both occupied and virtual KS Lecture 1Ch121a-Goddard-L01 © copyrightdispersion 2012 William A. Goddard III, all rights reserved\ orbitals. In principle can now describe 64 Final form of XYG3 DFT ExcR5 ] = ExcLDA c1 ( Exexact ExLDA ) c2 ExGGA c3 ( EcPT 2 EcLDA ) c4 EcGGA we adopt the LYP correlation functional but constrain c4 = (1 – c3) to exclude compensation from the LDA correlation term. This constraint is not necessary, but it eliminates one fitting parameter. Determine the final three parameters {c1, c2, c3} empirically by fitting only to the thermochemical experimental data in the G3/99 set of 223 molecules: Get {c1 = 0.8033, c2 = 0.2107, c3 = 0.3211} and c4 = (1 – c3) = 0.6789 Use 6-311+G(3df,2p) basis set XYG3 leads to mean absolute deviation (MAD) =1.81 kcal/mol, B3LYP: MAD = 4.74 kcal/mol. M06: MAD = 4.17 kcal/mol M06-2x: MAD = 2.93 kcal/mol M06-L: MAD = 5.82 kcal/mol . G3 ab initio (with one empirical parameter): MAD = 1.05 G2 ab initio (with one empirical parameter): MAD = 1.88 kcal/mol but G2 and G3 involve far higher computational cost. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 65 Thermochemical accuracy with size G3/99 set has 223 molecules: G2-1: 56 molecules having up to 3 heavy atoms, G2-2: 92 additional molecules up to 6 heavy atoms G3-3: 75 additional molecules up to 10 heavy atoms. B3LYP: MAD = 2.12 kcal/mol (G2-1), 3.69 (G2-2), and 8.97 (G3-3) leads to errors that increase dramatically with size B2PLYP MAD = 1.85 kcal/mol (G2-1), 3.70 (G2-2) and 7.83 (G3-3) does not improve over B3LYP M06-L MAD = 3.76 kcal/mol (G2-1), 5.71 (G2-2) and 7.50 (G3-3). M06-2x MAD = 1.89 kcal/mol (G2-1), 3.22 (G2-2), and 3.36 (G3-3). XYG3, MAD = 1.52 kcal/mol (G2-1), 1.79 (G2-2), and 2.06 (G3-3), leading to the best description for larger molecules. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 66 Accuracy (kcal/mol) of various QM methods for predicting standard enthalpies of formation Functional MAD Max(+) Max(-) XYG3 a 1.81 16.67 (SF6) -6.28 (BCl3) M06-2x a 2.93 20.77 (O3) -17.39 (P4) M06 a 4.17 11.25 (O3) -25.89 (C2F6) B2PLYP a 4.63 20.37(n-octane) -8.01(C2F4) B3LYP a 4.74 19.22 (SF6) -8.03 (BeH) M06-L a 5.82 14.75 (PF5) -27.13 (C2Cl4) BLYP b 9.49 41.0 (C8H18) -28.1 (NO2) PBE b 22.22 10.8 (Si2H6) -79.7 (azulene) LDA b 121.85 0.4 (Li2) -347.5 (azulene) HFa 211.48 582.72(n-octane) -0.46 (BeH) MP2a 10.93 29.21(Si(CH3)4) -48.34 (C2F6) QCISD(T) c 15.22 42.78(n-octane) -1.44 (Na2) 7.2 (SiF4) -9.4 (C2F6) DFT Ab initio G2(1 empirical parm) 1.88 Lecture 1Ch121a-Goddard-L01 G3(1 empirical parm) 1.05 © copyright 2012) William A. Goddard III, all-4.9 rights 7.1 (PF (Creserved\ F) 67 Comparison of QM methods for reaction surface of H + CH4 H2 + CH3 30.00 H + CH4 H2 + CH3 HF 25.00 Energy (kcal/mol) (kcal/mol) Energy HF HF_PT2 XYG3 20.00 CCSD(T) B3LYP 15.00 CCSD(T) XYG3 BLYP SVWN HF_PT2 SVWN B3LYP 10.00 BLYP 5.00 SVWN 0.00 -2.00 -1.50 -5.00 Lecture 1Ch121a-Goddard-L01 -1.00 -0.50 0.00 0.50 1.00 1.50 2.00 2.50 ReactionR(CH)-R(HH) coordinate (in Å) Reaction Coordinate: © copyright 2012 William A. Goddard III, all rights reserved\ 68 All (76) HT38 HAT12 NS16 UM10 XYG3 1.02 0.75 1.38 1.42 0.98 M06-2x a 1.20 1.13 1.61 1.22 0.92 B2PLYP 1.94 1.81 3.06 2.16 0.73 M06 a 2.13 2.00 3.38 1.78 1.69 M06-La 3.88 4.16 5.93 3.58 1.86 B3LYP 4.28 4.23 8.49 3.25 2.02 BLYP a 8.23 7.52 14.66 8.40 3.51 PBEa 8.71 9.32 14.93 6.97 3.35 LDAb 14.88 17.72 23.38 8.50 Zhao and Truhlar compiled benchmarks Ab initio of accurate barrier HFb 11.28 13.66 16.87 6.67 heights in 2004 MP2 b 4.57 4.14 11.76 0.74 includes forward and reverse barrier heights QCISD(T) b 1.10 1.24 1.21 1.08 for 19 hydrogen transfer (HT) reactions, 6 heavy-atom transfer (HAT) reactions, 8 nucleophilic substitution (NS) reactions and 5Lecture unimolecular and association© (UM) reactions. 1Ch121a-Goddard-L01 copyright 2012 William A. Goddard III, all rights reserved\ 5.90 Reaction barrier heights Note: no reaction barrier heights used in fitting the 3 parameters in XYG3) Functional DFT 3.82 5.44 0.53 69 A. Total Energy (kcal/mol) 30.00 Test for London Dispersion B. Exchange Energy (kcal/mol) 25.00 B 20.00 15.00 30.00 Ex_B Ex_B3LYP Ex_XYG3 Ex_HF Ex_S 10.00 B3LYP 25.00 5.00 BLYP Energy (kcal/mol) 20.00 15.00 10.00 5.00 B3LYP 0.00 BLYP B3LYP XYG3 CCSD(T) SVWN HF_PT2 -5.00 3.0 0.00 -5.00 -10.00 -15.00 4.0 HF_PT2 5.0 S 4.0 HF XYG3 5.0 6.0 Distance (A) VWN -3.00 B3LYP 0.00 3.0 (B) 6.0 LDA (SVWN) Intermolecular distance CCSD(T) (A) XYG3 Distance (A) Ec_VWN Ec_B3LYP LYP CCSD(T) Ec_LYP -6.00 XYG3 Ec_XYG3 Ec_CCSD(T) -9.00 PT2 Ec_PT2 (C) C. Correlation Energy (kcal/mol) -12.00 Conclusion: XYG3 provides excellent accuracy for London dispersion, as good as Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ CCSD(T) 70 Accuracy of QM methods for noncovalent interactions. Functional Note: no noncovalent complexes used in fitting the 3 parameters in XYG3) Total HB6/04 CT7/04 DI6/04 WI7/05 PPS5/05 M06-2x b 0.30 0.45 0.36 0.25 0.17 0.26 XYG3 a 0.32 0.38 0.64 0.19 0.12 0.25 M06 b 0.43 0.26 1.11 0.26 0.20 0.21 M06-L b 0.58 0.21 1.80 0.32 0.19 0.17 B2PLYP 0.75 0.35 0.75 0.30 0.12 2.68 B3LYP 0.97 0.60 0.71 0.78 0.31 2.95 1.17 0.45 2.95 0.46 0.13 1.86 1.48 1.18 1.67 1.00 0.45 3.58 3.12 4.64 6.78 2.93 0.30 0.35 2.08 2.25 3.61 2.17 0.29 2.11 0.64 0.99 0.47 0.29 0.08 1.69 0.57 0.90 0.62 0.47 0.07 0.95 DFT HB: 6 hydrogen bond PBE c complexes, BLYP c CT 7 charge-transfer LDA c complexes Ab initio DI: 6 dipole interaction complexes, HF WI:7 weak interaction MP2c complexes, QCISD(T) c PPS: 5 pp stacking complexes. Lecture 1Ch121a-Goddard-L01 WI and PPS dominated by London © copyright 2012 William A. Goddard III, all rights reserved\dispersion. 71 Problem XYG3 approach to include London Dispersion in DFT Görling-Levy coupling-constant perturbation expansion Exc ] = U xc,l ]d l 1 Take initial slope as the 2nd 0 order correlation energy: Sum over virtual orbtials i j ˆee a b U xc ,l =0 = 2 U xc ,l l = 2 EcGL 2 l =0 i ˆx fˆ a 2 1 E = 4 ij ab e i e j e a e b e i ea i a where ˆee is the electron-electron repulsion operator, ˆx is the local exchange operator, and fˆ is the Fock-like, non-local exchange operator. where GL 2 c EGL2 involves double excitations to virtuals, scales as N5 with size MP2 has same critical step Yousung Jung (KAIST) has figured out how to get linear scaling for MP2 Lecture 1Ch121a-Goddard-L01 XYGJ-OS and XYGJ-OS © copyright 2012 William A. Goddard III, all rights reserved\ 72 A solution: XYGJ-OS: include excitations to virtual orbitals in order to describe London Dispersion in DFT Goes beyond using just density (occupied orbitals) Scales as (size)**3 just as B3LYP (CCSD scales as (size)**7 E XYGJ-l OS xc ] = e E x HF x ( (1 ex ) E eVWN E S x VWN c eLYP E LYP c )e PT 2 E PT 2 c , os include only opposite spin & only local contributions N**3 scaling Get {ex, eVWN, eLYP, ePT2} ={0.7731,0.2309, 0.2754, 0.4364}. A fast doubly hybrid density functional method close to chemical accuracy: XYGJ-OS Igor Ying Zhang, Xin Xu, Yousung Jung, WAG PNAS (2011) in press Lecture 1Ch121a-Goddard-L01 Xin Xu © copyright 2012 William A. Goddard III, all rights reserved\ 73 XYG4-OS and XYG4-LOS timings CPU (hours) Timings XYGJ-OS and XYGJ-LOS for long XYG4-LOS alkanes 200.0 160.0 80.0 200.0 40.0 XYGJ-OS XYG4-OS 120.0 B3LYP 200.0 B3LYP 160.0 200.0 0.0 0 160.0 XYG3 80.0 U (hours) CPU (hours) CPU (hours) CPU (hours) XYG4-LOS XYGJ-LOS 120.0 160.0 40.0 120.0 80.0 120.0 0.0 0 20 Lecture 1Ch121a-Goddard-L01 XYG4-OS 120.0 XYG3 XYG4-OS and XYG4-LO XYG4-OS and XYG4- XYG4-OS and XYG4-LO 20 40 60 XYG4-LOS alkane chain l XYGJ-OS XYG4-OS XYG4-LOS B3LYP XYG4-OS XYG4-LOS XYGJ-LOS XYG3 B3LYP XYG4-OS 80 100 120 XYG3 80.0 B3LYP © alkane copyright 2012 William A. Goddard III, all rights reserved\ chain length 40 60 74 Accuracy of Methods (Mean absolute deviations MAD, in eV) Methods HOF (223) IP (38) DFT methods SPL (LDA) 5.484 0.255 BLYP 0.412 0.200 PBE 0.987 0.161 TPSS 0.276 0.173 B3LYP 0.206 0.162 PBE0 0.300 0.165 M06-2X 0.127 0.130 XYG3 0.078 0.057 0.072 0.055 XYGJ-lOS MC3BB 0.165 0.120 B2PLYP 0.201 0.109 Wavefunction based methods HF 9.171 1.005 MP2 0.474 0.163 G2 0.082 0.042 G3 0.046 0.055 EA (25) PA (8) BDE (92) NHTBH (38) HTBH (38) NCIE (31) All (493) 0.311 0.105 0.102 0.104 0.106 0.128 0.103 0.080 0.084 0.175 0.090 0.276 0.080 0.072 0.071 0.061 0.057 0.092 0.070 0.067 0.046 0.067 0.754 0.292 0.177 0.245 0.226 0.155 0.069 0.068 0.033 0.111 0.124 0.542 0.376 0.371 0.391 0.202 0.154 0.056 0.056 0.049 0.062 0.090 0.775 0.337 0.413 0.344 0.192 0.193 0.055 0.033 0.038 0.036 0.078 0.140 0.063 0.052 0.049 0.041 0.031 0.013 0.014 0.015 0.023 0.023 2.771 0.322 0.562 0.250 0.187 0.213 0.096 0.065 0.056 0.123 0.143 1.148 0.166 0.057 0.049 0.133 0.084 0.058 0.046 0.104 0.363 0.078 0.047 0.397 0.249 0.042 0.042 0.582 0.166 0.054 0.054 0.098 0.028 0.025 0.025 4.387 0.338 0.068 0.046 HOF = heat of formation; IP = ionization potential, EA = electron affinity, PA = proton affinity, BDE = bond dissociation energy, NHTBH, HTBH = barrier heights for reactions, Lecture = 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ NCIE the binding in molecular clusters 75 Comparison of speeds HOF IP TimeEA P HTBH NCIE All Methods (223) C100 (38) (38) (31) (493) H202 (25) C100H100 (8 DFT methods SPL (LDA) 5.484 0.255 0.311 0.2 0.542 0.775 0.140 2.771 0.376 0.337 BLYP 0.063 0.322 0.412 0.200 0.105 0.0 0.371 0.413 0.052 0.562 PBE 0.987 0.161 0.102 0.0 0.391 0.344 TPSS 0.049 0.250 0.276 0.173 0.104 0.0 0.202 0.192 2.8 12.3 0.0 B3LYP 0.041 0.187 0.206 0.162 0.106 0.154 0.193 PBE0 0.031 0.213 0.300 0.165 0.128 0.0 0.056 0.055 M06-2X0.013 0.096 0.127 0.130 0.103 0.0 0.056 0.033 81.4 0.0 XYG3 0.014 0.065 0.078 200.0 0.057 0.080 7.8 46.4 0.0 0.049 0.038 0.015 0.056 0.072 0.055 0.084 XYGJ-lOS 0.062 0.036 MC3BB 0.023 0.123 0.165 0.120 0.175 0.0 0.090 0.078 0.143 76 Lecture 1Ch121a-Goddard-L01 copyright 2012 William A. Goddard III, all rights reserved\ B2PLYP©0.023 0.201 0.109 0.090 0.0 NHTBH (38) Density Functional Theory errors kcal/mol) atomize barrier Popular with physicists LDA 130.88 15.2 Include density gradient (GGA) BLYP 10.16 7.9 PW91 22.04 9.3 Popular with physicists PBE 20.71 9.1 Hybrid: include HF exchange Popular with chemists B3LYP 6.08 4.5 More rigorous foundation PBE0 5.64 3.9 Include KE functional fit to barriers and complexes M06-L 5.20 4.1 No exact exchange, fast wag uses for catalysis M06 3.37 2.2 M06-2X 2.26 1.3 Does well not well founded Include excitations to virtuals Accuracy needed for predictions XYGJ-OS 1.81 1.0 G3 CC (4 semiempirical parameters) 77 G3 (cc) 1.06 0.92012 William cannot be used potential Lecture 1Ch121a-Goddard-L01 © copyright A. Goddard III, allfor rights reserved\curves Lecture 1Ch121a-Goddard-L01 G3 G2 XYG4-OS XYG3 B2PLYP M06-L M06-2x G2-1 small molecules G2-2 G3-3 Large molecules M06 10.0 9.0 8.0 7.0 6.0 5.0 4.0 3.0 2.0 1.0 0.0 B3LYP MAD (kcal/mol) Heats of formation (kcal/mol) © copyright 2012 William A. Goddard III, all rights reserved\ 78 Truhlar NHTBH38/04 set and HTBH38/04 set HAT12 NS16 UM10 HT38 20.0 15.0 10.0 Reaction barrier heights (kcal/mol) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ XYG4-OS XYG3 QCISD(T) MP2 HF LDA PBE 0.0 BLYP 5.0 B3LYP MAD (kcal/mol) 25.0 79 Truhlar NCIE31/05 set Nonbonded interaction (kcal/mol) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ XYG4-OS XYG3 QCISD(T) MP2 HF LDA PBE HB6 CT7 DI6 WI7 PPS5 BLYP 7.0 6.0 5.0 4.0 3.0 2.0 1.0 0.0 B3LYP MAD (kcal/mol) 8.0 80 Comparison of QM methods for reaction surface of H + CH4 H2 + CH3 30.00 H + CH4 H2 + CH3 HF 25.00 Energy (kcal/mol) (kcal/mol) Energy HF HF_PT2 XYG3 20.00 CCSD(T) B3LYP 15.00 CCSD(T) XYG3 BLYP SVWN HF_PT2 SVWN B3LYP 10.00 BLYP 5.00 SVWN 0.00 -2.00 -1.50 -5.00 Lecture 1Ch121a-Goddard-L01 -1.00 -0.50 0.00 0.50 1.00 1.50 2.00 2.50 ReactionR(CH)-R(HH) coordinate (in Å) Reaction Coordinate: © copyright 2012 William A. Goddard III, all rights reserved\ 81 DFT-ℓg for accurate Dispersive Interactions for Full Periodic Table Hyungjun Kim, Jeong-Mo Choi, William A. Goddard, III 1Materials and Process Simulation Center, Caltech 2Center for Materials Simulations and Design, KAIST Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 82 Current challenge in DFT calculation for energetic materials • Current implementations of DFT describe well strongly bound geometries and energies, but fail to describe the long range van der Waals (vdW) interactions. • Get volumes ~ 10% too large • XYGJ-lOS solves this problem but much slower than standard methods • DFT-low gradient (DFT-lg) model accurate description of the longrange1/R6 attraction of the London dispersion but at same cost as standard DFT EDFT D = EDFT Edisp N Elg = - Clg,ij 6 6 r dR ij , i j ij eij C6 single parameter from QM-CC d =1 R Rei + Rek (UFF vdW radii) Lecture © copyright 2012 William A. Goddard III, all rights reserved\ eik =1Ch121a-Goddard-L01 83 PBE-lg for benzene dimer T-shaped Sandwich PBE-lg parameters Elg = - Clg-CC=586.8, Clg-HH=31.14, Clg-HH=8.691 Clg,ij N r dR 6 ij , i j ij Parallel-displaced 6 eij RC = 1.925 (UFF), RH = 1.44 (UFF) First-Principles-Based Dispersion Augmented Density Functional Theory: From Molecules to Crystals’ Yi Liu and wag; J. Phys. Chem. Lett., 2010, 1 (17), pp 84 2550–2555 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ DFT-lg description for benzene PBE-lg predicted the EOS of benzene crystal (orthorhombic phase I) in good agreement with corrected experimental EOS at 0 K (dashed line). Pressure at zero K geometry: PBE: 1.43 Gpa; PBE-lg: 0.11 Gpa Zero pressure volume change: PBE: 35.0%; PBE-lg: 2.8% Heat sublimation at 0 K: Exp:11.295 kcal/mol; PBE: A. 0.913; PBE-lg: 6.762reserved\ Lecture of 1Ch121a-Goddard-L01 © copyright 2012 William Goddard III, all rights 85 Binding energy (kcal/mol) DFT-lg description for graphite PBE PBE-lg Exper E 0.8, 1.0, 1.2 c lattice constant (A) Exper c 6.556 graphite has AB stacking (also show AA eclipsed graphite) © copyright 2012 William A. Goddard III, all rights reserved\ Lecture 1Ch121a-Goddard-L01 86 Universal PBE-ℓg Method UFF, a Full Periodic Table Force Field for Molecular Mechanics and Molecular Dynamics Simulations; A. K. Rappé, C. J. Casewit, K. S. Colwell, W. A. Goddard III, and W. M. Skiff; J. Am. Chem. Soc. 114, 10024 (1992) Derived C6/R6 parameters from scaled atomic polarizabilities for Z=1-103 (HLr) and derived Dvdw from combining atomic IP and C6 Universal PBE-lg: use same Re, C6, and De as UFF, add a single new parameter slg Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 87 blg Parameter Modifies Short-range Interactions 12-6 LJ potential (UFF parameter) blg =1.0 lg potential lg potential blg =0.7 When blg =0.6966, ELJ(r=1.1R0) = Elg(r=1.1R0) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 88 Problem cannot yet do XYGJ-OS for crystals Solution: use XYGJ-OS or CCSD to get accurate London Dispersion on small vdW clusters. Use to modify PBE for doing crystals by adding low gradient correction (PBE-lg) (also B3LYP-lg) for accurate description of the long-range 1/R6 attraction of the London dispersion EDFT D = EDFT Edisp Reik = Rei + Rek (UFF vdW radii) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Universal low gradient (ulg) method for DFT-ulg Problem with DFT-lg: need a C6 parameter for every pair of atoms. Can get from XYGJ-OS or CCSD calculation on small <100 atom complexes, but for atoms up to Lr (Z=103) would need 5356 parameters, far too tedious Universal force field (UFF): Rappé, Goddard JACS 114, 10024 (1992) Generic approach to force fields for whole periodic table (to Z=103 Lr) For each atom: 6 rule based parameters 618 to describe all molecules for all atoms up to Z=103 UFF has two vdw parameters: D0 and R0 per atom based on • atomic polarizability from HF QM • ionization potential from experiment • atom size from experiment ulg strategy: base C6 term in DFT-ulg on the C6 from UFF wag962. Universal Correction of Density Functional Theory to Include London Dispersion (up1Ch121a-Goddard-L01 to Lr, Element 103); HJ Kim, JM Choi, J.A.Phys. Chem. Lett. 2012, 3, 360−363 Lecture © copyright 2012 wag; William Goddard III, all rights reserved\ Universal low gradient (ulg) method ulg method: use van der Waal’s parameters from Universal Force-Field DFT-ulg UFF vdw terms (up to Lr, Z=103) 1. Match long R 2. Match at mid-range regime (r = 1.1R0): 3. Then introduce a single general scaling parameter for whole periodic table (slg), With 1 parameter, DFT-ulg defined for Z=1 to 103 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Determine the single parameter in DFT-ulg from Benzene dimer interactions J-M Choi, HJ Kim, WAG Lecture 1Ch121a-Goddard-L01 DFT-ulg fit a single parameter slg to benzene dimer CCSD(T) Get Slg = 0.7012 © copyright 2012 William A. Goddard III, all rights reserved\ Validation: C6 parameters for lg fit to PBE for benzene dimer does excellent job on crystals Sublimation energy (kcal/mol/molecule) PBE-lg 3 to 5% too high (zero point energy) Molecules PBE PBE-ℓg Exp. Benzene 1.051 12.808 11.295 Naphthalene 2.723 20.755 20.095 Anthracene 4.308 28.356 27.042 Cell volume (angstrom3/cell) PBE-lg 0 to 2% too small, thermal expansion Molecules PBE PBE-ℓg Exp. Benzene 511.81 452.09 461.11 Naphthalene 380.23 344.41 338.79 Anthracene 515.49 451.55 451.59 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 93 Crystals: Polyaromatic Hydrocarbons V0 (Å3) Benzene crystal: PBE PBE-ulg PBE-Grimme Exp. Lecture 1Ch121a-Goddard-L01 511.8 452.1 420.3 461.8 Sublimation Compres. E (kcal/mol) B0 (GPa) 1.05 1.3 12.81 8.8 13.33 10 11.3 ~8 Volume Naphthalene Anthracene Phenantracene PBE 380.2 515.5 524.5 PBE-ulg 344.4 451.6 461.7 Exp. 342.3 455.2 459.5 Heat Vapor. Naphthalene Anthracene Phenantracene PBE 0.89 1.75 1.52 PBE-ulg 18.93 25.80 24.39 Exp. 18.4-23.5 24.6-30.0 23.6-26.5 © copyright 2012 William A. Goddard III, all rights reserved\ Equation of States of Benzene Crystal PBE-ulg predicts the correct coldcompression curve. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Hobza S22 database Twenty-two prototypical small molecular complexes for non-covalent interactions in biological molecules (h-bonded, dispersion dominated, and mixed) 7 hydrogen bonded Mean average error (MAE) PBE-ulg: 0.53 kcal/mol PBE-Grimme: 1.01 kcal/mol vdw-DF: 0.59 kcal/mol (lundqvist, PRL 2004) 8 dispersion dominated MAE PBE-ulg: 1.26 kcal/mol PBE-Grimme: 0.58 kcal/mol vdw-DF: 1.86 kcal/mol Overall: Mean average error (MAE) PBE-ulg: 0.70 kcal/mol PBE-ulg: 0.22 kcal/mol PBE-Grimme: 0.65 kcal/mol PBE-Grimme: 0.38 kcal/mol vdw-DF: 1.20 kcal/mol vdw-DF: 1.06 kcal/mol© copyright 2012 WilliamXYGJ-OS: kcal/mol Lecture 1Ch121a-Goddard-L01 A. Goddard III, all0.46 rights reserved\ Big Challenge for DFT Proper description of spin states Organometallic reaction barriers depend strongly on spin Antiferromagnets Cuprate superconductors Ground states of Mn, Fe, Co, Ni metals Current optimization of DFT methods focus mainly on 1st and 2nd row compounds (H-Ar) but applications involve transition metals, lanthanides, actinides where local d and f orbitals can lead to magnetically complex systems Example of the challenge: Group 10: s2d8 (3F) vs. s1d9 (3D) vs. s0d10 (1S) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 97 Ground state configurations for group 10 Ni Exper GVB-CI HF Pd Exper GVB-CI HF Pt Exper GVB-CI HF wag206-Theoretical Studies of Oxidative Addition and Reductive Elimination. II. Reductive Coupling of H-H, H-C, and C-C Bonds from Pd and Pt Complexes 98 J. J. Low and W. A. Goddard III; Organometallics 5, 609 (1986) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Ab initio methods Ni atom (all electron) method s1d9 (3D) s0d10 (1s) exper -0.69 39.43 HF(wag 1986) 15.30 114.80 1.72 55.17 HF(G3 basis, Yu 2012) Ni atom Basis set issues HF (numerical nonrelativistic) 29.29 126.14 Cowan-Griffin HF (numerical relativistic) 37.59 139.29 Cowan-Griffin GVB-CI (wag 1986) -14.20 MP2(G3 basis, Yu 2012) -30.92 -44.60 using s2d8 state not conv 47.07 using s2d8 state CCSD(G3 basis, Yu 2012) 26.20 Basis set issues: G3 basis: contraction of 3s and 3p core functions (overlaps 3d) Reference state issues for MP2 and CCSD: used s2d8 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 99 Compare DFT methods Ni atom (all electron) Highlight method s1d9 < 3 kcal/mol exper s0d10 <10 kcal/mol HF(G3 basis, Yu 2012) s1d9 (3D) s0d10 (1s) -0.69 39.43 1.72 55.17 GVB-CI (wag 1986) -14.20 26.20 PBE(G3 basis, Yu 2012) -12.30 29.37 PBE0(G3 basis, Yu 2012) -9.18 85.06 B3LYP(G3 basis, Yu 2012) -9.11 22.65 M06-L(G3 basis, Yu 2012) 36.92 -51.31 M06(G3 basis, Yu 2012) -10.33 19.43 M06-HF(G3 basis, Yu 2012) -14.01 49.11 M06-2X(G3 basis, Yu 2012) XYGJ-OS (G3 basis, Yu 2012) -3.59 0.03 48.36 -2.12 Need to use multiple spin states DFT optimization Lecture 1Ch121a-Goddard-L01 © copyright 2012 in William A. Goddard III, all rights reserved\ 100 Pt atom using LANL Core Effective Potential method s0d10 (1s) s2d8 (3F) Pt atom exper 11.07 14.76 HF(wag 1986) 31.40 8.40 HF(Yu 2012) 25.41 5.95 HF (numerical nonrelativistic) -32.52 75.64 Cowan-Griffin HF (numerical relativistic) 20.75 9.22 Cowan-Griffin GVB-CI (wag 1986) 12.20 14.20 PBE(Yu 2012) 14.39 -0.05 PBE0(Yu 2012) 15.03 9.08 Highlight B3LYP(Yu 2012) 14.67 6.84 s2d8 < 2 kcal/mol M06-L(Yu 2012) 14.01 0.86 s0d10 <2 kcal/mol M06(Yu 2012) 0.40 19.17 M06-HF(Yu 2012) 24.95 21.07 M06-2X(Yu 2012) 11.72 15.24 XYGJ-OS na na 101 Ground state s1d9 (3D) YuA. basis: Lecture 1Ch121a-Goddard-L01 © copyright 2012 William Goddard III,LACV3P**++f, all rights reserved\ method s1d9 (3D) s2d8 (3F) Pd atom exper 21.91 77.94 HF(wag 1986) -12.70 41.80 HF(Yu 2012) 1.72 55.17 HF (numerical nonrelativistic) -17.29 86.71 Cowan-Griffin HF (numerical relativistic) 2.30 50.50 Cowan-Griffin GVB-CI (wag 1986) 19.60 82.20 Pd atom MP2 13.41 5.43 CCSD 16.83 0.92 using LANL PBE( Yu 2012) 9.43 67.17 Core PBE0(Yu 2012) 19.99 88.40 Effective B3LYP(Yu 2012) 19.98 84.79 Potential M06-L(Yu 2012) 30.66 97.18 M06( Yu 2012) 38.63 114.45 Highlight M06-HF(Yu 2012) 10.09 89.50 s1d9 < 3 kcal/mol M06-2X(Yu 2012) 26.07 97.61 s2d8 <5 kcal/mol XYGJ-OS na na 102 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Yu basis:LACVP in Qchem States for Ni d8 atom (real orbitals) Hole type exp 0 z2, x2-y2 σδ 0 xy, z2 σδ HF PBE PBE0 B3LYP M06-L M06 M06-HF M06-2X 0 0 0 0 0 0 0 0 0 11.3 11.6 11.6 11.6 11.6 0.08 10.2 9.39 9.39 10.4 10.4 0.06 10.4 9.79 9.79 10.5 10.5 0.05 10.25 9.8 9.8 10.42 10.42 -0.42 16.22 13.17 13.17 16.38 16.38 -0.27 10.4 7.5 7.5 10.5 10.5 -0.53 -7.93 0.52 0.52 -7.7 -7.7 -0.83 4.13 6.05 6.05 4.29 4.29 xz, z2 σπ 27.01 34.3 26.6 28.2 28.33 35.85 18.1 10.28 19.9 yz, z2 σπ 27.01 34.3 26.6 28.2 28.33 35.85 18.1 10.28 19.9 δδ 14.84 26.92 xz, yz ππ 9.004 xz, x2-y2 πδ 9.004 yz, x2-y2 πδ 9.004 xz, xy πδ 9.004 yz, xy πδ 9.004 xy, x2-y2 36.02 45.4 36.7 38.3 38.44 48.36 23.8 ok exc exc exc ok Bottom line: for transition metal systems, current levels of DFT based on foundation of©sand: must address in next generation DFT 103 Lecture 1Ch121a-Goddard-L01 copyright 2012 William A. Goddard III, all rights reserved\ Parameter Optimization Implemented in VASP 5.2.11 0.7012 0.6966 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 104 Method: · Semi-Empirical, used for very big systems, or for rough approximations of geometry (extended Huckel theory, CNDO/INDO, AM1, MNDO) · HF (Hartree Fock). Simplest Ab Initio method. Very cheap, fairly inaccurate · MP2 (Moeller-Plasset 2). Advanced version of HF. Usually not as cheap or as accurate as B3LYP, but can function as a complement. · CASSCF (Complete Active Space, Self Consisting Field). Advanced version of HF, incorporating excited states. Mainly used for jobs where photochemistry is important. Medium cost, Medium Accuracy. Quite complicated to run… · QCISD (Quadratic Configuration Interaction Singles Doubles). Very advanced version of HF. Very Expensive, Very accurate. Can only be used on systems smaller than 10 heavy atoms. · CCSD (Coupled Cluster Singles Doubles). Very much like QCISD. Density Functional Theory LDA (local density approximation) PW91, PBE · B3LYP (density functional theory). Cheap, Accurate. Generally, B3LYP is the method of choice. If the system allows it, QCISD or CCSD can be used. HF and/or MP2 can be used to verify the B3LYP results. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 105 Basis Set: What mathematical expressions are used to describe orbitals. In general, the more advanced the mathematical expression, the more accurate the wavefunction, but also more expensive calculation. · STO-3G - The ‘minimal basis set’. Not particularly accurate, but cheap and robust. · 3-21G - Smallest practical Basis Set. · 6-31G - More advanced, i.e. more functions for both core and valence. · 6-31G** - As above, but with ‘polarized functions’ added. Essentially makes the orbitals look more like ‘real’ ones. This is the standard basis set used, as it gives fairly good results with low cost. · 6-31++G - As above, but with ‘diffuse functions’ added. Makes the orbitals stretch out in space. Important to add if there is hydrogen bonding, pi-pi interactions, anions etc present. · 6-311++G** - As above, with even more functions added on… The more stuff, the more accurate… But also more expensive. Seldom used, as the increase in accuracy usually is very small, while the cost increases drastically. · Frozen Core: Basis sets used for higher row elements, where all the core electrons are treated as one big frozen chunk. Only the valence electrons are treated explicitly Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 106 • Software packages – – – – – – – Jaguar GAMESS TurboMol Gaussian Spartan/Titan HyperChem ADF Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 107 Running an actual calculation – Determine the starting geometry of the molecule you wish to study – Determine what you’d like to find out – Determine what methods are suitable and/or affordable for the above calculation – Prepare input file – Run job – Evaluate result Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 108 Example: Good ol’ water Starting geometry: water is bent, (~104º), a normal O-H bond is ~0.96 Å. For illustration, however, we’ll start with a pretty bad guess. Simple Z-matrix: O1 1.00 Å H2 O1 1.00 H3 O1 1.00 H2 110.00 Lecture 1Ch121a-Goddard-L01 1.00 Å 110º © copyright 2012 William A. Goddard III, all rights reserved\ 109 What do we wish to find out? How about the IR spectra? What is a suitable method for this calculation? Well, any, really, since it is so small. But 99% of the time the answer to this question is “B3LYP/631G**” – a variant of density functional theory that is the main workhorse of applied quantum chemistry, with a standard basis set. Let’s go with that. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 110 Actual jaguar input: &gen igeopt=1 ifreq=1 dftname=b3lyp basis=6-31g** & &zmat O1 H2 O1 0.95 H3 O1 0.95 H2 120.00 & Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 111 Running time! Jaguar calculates the wave function for the atomic coordinates we provided From the wave function it determines the energy and the forces on the current geometry Based on this, it determines in what direction it should move the atoms to reach a better geometry, i.e. a geometry with a lower energy Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 112 Forces Our horrible guess 1.00 Å 1.00 Å 110º Target geometry 0.96 Å 0.96 Å 104º Think elastic springs: The bonds are too long, so there will be a force towards shorter bonds Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 113 Optimization – minimization of the forces. When all forces are zero the energy will not change and we have the resting geometry Lecture 1Ch121a-Goddard-L01 O1 H2 O1 0.9500000000 H3 O1 0.9500000000 H2 120.0000000000 SCF energy: -76.41367730925 -O1 H2 O1 0.9566666804 H3 O1 0.9566666820 H2 106.8986301461 SCF energy: -76.41937497895 -O1 H2 O1 0.9653619358 H3 O1 0.9653619375 H2 103.0739287925 SCF energy: -76.41969584939 -O1 H2 O1 0.9653155294 H3 O1 0.9653155310 H2 103.6688074046 SCF energy: -76.41970381840 -- © copyright 2012 William A. Goddard III, all rights reserved\ 114 Accuracy Computer accuracy 0.9653155294 Å “actual” accuracy 0.96 Å 0.96 Å 0.9653155294 Å 103.6688074046º 103.7º Accuracy is a relative concept Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 115 frequencies 1666.01 3801.19 3912.97 No negative frequencies! (Compare IR spectra for gas-phase water) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 116 Zero Point Energies Vibrational levels Zero Point Energy (ZPE) “zero” level Optimized energy is at the zero level, but in reality the molecule has a higher energy due to populated vibrational levels. At 0 K, all molecules populate the lowest vibrational level, and so the difference between the “zero” level and the first vibrational level is the Zero Point Energy (ZPE) From our calculation: The zero point energy (ZPE): Lecture 1Ch121a-Goddard-L01 13.410 kcal/mol © copyright 2012 William A. Goddard III, all rights reserved\ 117 Thermodynamic data at higher temperatures T = 298.15 K trans. rot. vib. elec. total U --------0.889 0.889 0.002 0.000 1.779 Cv --------2.981 2.981 0.041 0.000 6.003 S --------34.609 10.503 0.006 0.000 45.117 H --------1.481 0.889 0.002 0.000 2.371 G ---------8.837 -2.243 0.000 0.000 -11.080 Most thermodynamic data can be computed with very good accuracy in the gas phase. Temperature dependant Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 118 Transition states Transition State (TS) Stationary points: points on the surface where the derivative of the energy = 0 Line represents the reacting coordinate, in this case the forming C-Cl and breaking C-Br bonds Product Reactant Reaction coordinate CH3Br + Lecture 1Ch121a-Goddard-L01 Cl- TS CH3Cl + Br- © copyright 2012 William A. Goddard III, all rights reserved\ 119 Transition state = stationary point where all forces except one is at a minimum. Not a hill, but a mountain pass The exception is at its maximum Reaction coordinate CH3Br + Lecture 1Ch121a-Goddard-L01 Cl- TS CH3Cl + Br- © copyright 2012 William A. Goddard III, all rights reserved\ 120 Derivative of the energy = 0 TS Second derivative: For a minimum > 0 For a maximum < 0 So a TS should have a negative second derivative of the energy Second derivative of the energy = force Lecture 1Ch121a-Goddard-L01 Reactant Product © copyright 2012 William A. Goddard III, all rights reserved\ 121 A transition state should have one negative (imaginary) frequency!!! (and ONLY one) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 122 Inflection points Optimizing transition states: Simultaneously optimize all modes (forces) towards their minimum, except the reacting mode But for the computer to know which mode is the reacting mode, you must have one imaginary frequency in your starting point TS Reactant Product Region with imaginary frequency Must start with a good guess!!! Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 123 Example: CH3Br + Cl- CH3Cl + Br- What do we know about this reaction? It’s an SN2 reaction, so the Cl- must come in from the backside of the CH3Br. The C-Cl forms at the same time as the CBr forms. The transition state should be five coordinate Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 124 H H Br C Cl 2.2 2.0 H Initial guess: C-Cl = 2.0 Å, C-Br = 2.2 Å Single point frequency on the above geometry: frequencies frequencies 98.64 99.58 109.11 310.66 1339.10 1348.64 1349.46 1428.45 1428.73 2838.52 3017.70 3017.93 No negative frequencies! Bad initial guess Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 125 Refinement : Initial guess most likely wrong because of erronous CBr and C-Cl bond lengths Let the computer optimize the five-coordinate structure Frozen optimizations: Just like a normal optimization, but with one or more geometry parameters frozen In this case, we optimize the structure with all the H-CCl angles frozen at 90º Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 126 Result: Cl Br 2.32 2.62 C-Cl and C-Br bonds quite a bit longer in the new structure Frequency calculation: frequencies frequencies -286.26 168.54 173.32 173.43 874.16 874.76 976.23 1413.99 1414.65 3220.91 3420.84 3421.80 One negative frequency! Good initial guess Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 127 Time for the actual optimization: Jaguar follows the negative frequency towards the maximum Geometry optimization 1: SCF Energy = -513.35042353681 Geometry optimization 2: SCF Energy = -513.34995058422 Geometry optimization 3: SCF Energy = -513.35001640704 Geometry optimization 4: SCF Energy = -513.34970196448 Geometry optimization 5: SCF Energy = -513.34968682825 Geometry optimization 6: SCF Energy = -513.34968118535 Final energy higher than starting energy (although only 0.5 kcal/mol) Frequency calculation frequencies -268.67 162.64 174.22 174.31 848.15 848.24 frequencies 960.97 1415.75 1415.96 3220.77 3420.80 3421.15 One negative frequency! We found a true transition state Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 128 Cl Br 2.46 Final geometry: 2.51 C-Cl = 2.46 Å C-Br = 2.51 Å Cl-C-H = 88.7º Br-C-H = 91.3º Structure not quite symmetric, the hydrogens are bending a little bit away from the Br. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 129 Solvation calculations Explicit solvents: Calculations where solvent molecules are added as part of the calculation Implicit solvents: Calculations where solvation effects are added as electrostatic interactions between the molecule and a virtual continuum of “solvent”. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 130 Reaction energetics and barrier heights Collect the absolute energies of the reactants, products and transition states CH3Br + Cl- CH3Cl + Br- TS -53.078938 + -460.248741 -513.349681 -500.108371 + -13.237607 Sum each term CH3Br + Cl- -513.327679 TS CH3Cl + Br- -513.349681 -513.345978 Define reactants as “0”, and deduct the reactant energy from all terms CH3Br + Cl- 0 TS -.022002 CH3Cl + Br-.018299 Convert to kcal/mol (1 hartree = 627.51 kcal/mol) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 131 Reaction energetics and barrier heights Convert to kcal/mol (1 hartree = 627.51 kcal/mol) Cl- CH3Br + 0 TS -13.8 CH3Cl + Br-11.5 But this doesn’t make sense Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 132 Reaction energetics and barrier heights Cl- CH3Br + 0 TS -13.8 CH3Cl + Br-11.5 Solvation not included! Include solvation corrections! Cl- CH3Br + 0 Lecture 1Ch121a-Goddard-L01 TS 9.2 CH3Cl + Br-6.4 © copyright 2012 William A. Goddard III, all rights reserved\ 133 Quantum Mechanics – First postulate The essential element of QM is that all properties that can be known about the system are contained in the wavefunction, Φ(x,y,z,t) (for one electron), where the probability of finding the electron at position x,y,z at time t is given by P(x,y,z,t) = | Φ(x,y,z,t) |2 = Φ(x,y,z,t)* Φ(x,y,z,t) Note that ∫Φ(x,y,z,t)* Φ(x,y,z,t) dxdydz = 1 since the total probability of finding the electron somewhere is 1. I write this as < Φ|Φ>=1, where it is understood that the integral is over whatever the spatial coordinates of Φ are Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 134 Quantum Mechanics – Second postulate In QM the total energy can be written as EQM = KEQM + PEQM where for a system with a classical potential energy function, V(x,y,z,t) PEQM=∫Φ(x,y,z,t)*V(x,y,z,t)Φ(x,y,z,t)dxdydz ≡ < Φ| V|Φ> Just like Classical mechanics except that V is weighted by P=|Φ|2 For the H atom _ 2/r) |Φ> = -e2/ R PEQM=< Φ| (-e _ where R is the average value of 1/r KEQM = (Ћ2/2me) <(Φ·Φ> where <(Φ·Φ> ≡ ∫ [(dΦ/dx)2 + (dΦ/dx)2 + (dΦ/dx)2] dxdydz In QM the KE is proportional to the average square of the gradient or slope of the wavefunction Thus KE wants smooth© wavefunctions, no wiggles Lecture 1Ch121a-Goddard-L01 copyright 2012 William A. Goddard III, all rights reserved\ 135 Summary 2nd Postulate QM EQM = KEQM + PEQM where for a system with a potential energy function, V(x,y,z,t) PEQM= < Φ| V|Φ>=∫Φ(x,y,z,t)*V(x,y,z,t)Φ(x,y,z,t)dxdydz Just like Classical mechanics except weight V with P=|Φ|2 KEQM = (Ћ2/2me) <(Φ·Φ> where <(Φ·Φ> ≡ ∫ [(dΦ/dx)2 + (dΦ/dx)2 + (dΦ/dx)2] dxdydz We have assumed a normalized wavefunction, <Φ|Φ> = 1 The stability of the H atom was explained by this KE (proportional to the average square of the gradient of the wavefunction). We will use the preference of KE for smooth wavefunctions to explain the bonding in H2+ and H2. However to actually solve for the wavefunctions requires the Schrodinger Eqn., which we derive next. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 136 3rd Postulate of QM, the variational principle The ground state wavefunction is the system, Φ, has the lowest possible energy out of all possible wavefunctions. Consider that Φex is the exact wavefunction with energy Eex = <Φ’|Ĥ|Φ’>/<Φ’|Φ’> and that Φap = Φex + dΦ is some other approximate wavefunction. Then Eap = <Φap|Ĥ|Φap>/<Φap|Φap> ≥ Eex This means that for sufficiently small dΦ, dE = 0 for all possible changes, dΦ We write dE/dΦ = 0 for all dΦ E Eex Eap This is called the variational principle. For the ground state, d2E/dΦ ≥ 0 for all Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ possible changes 137 Side comment: the next 4 slides Derive Schrödinger equation from variational principle. You are not responsible for this Write the energy of any approximate wavefunction, Φap, as Eap = <Φap|Ĥ|Φap>/<Φap|Φap> Ignoring terms 2nd order in dΦap, we obtain <Φap|Ĥ|Φap> = Eex + <dΦ|Ĥ|Φex> + <Φex|Ĥ|dΦ> = Eex + 2 Re[<dΦ|Ĥ|Φex>] <Φap|Φap> = 1 + <dΦ|Φex> + <Φex|dΦ> = 1 + 2 Re[<dΦ|Φex>] where Re means the real part. To 1st order: (a + db)/(1+dd) = [a /(1+dd)] + db = a+ db –a dd = a+ db –a dd Thus Eap - Eex = 2 Re[<dΦ|Ĥ|Φex>]} - Eex{2 Re[<dΦ|Φex>]} Eap - Eex = 2 Re[<dΦ|Ĥ-Eex|Φex>]} = 0 for all possible dΦ But ∫ dΦ*[(Ĥ-Eex)Φex] = 0 for all possible dΦ [(Ĥ-Eex)Φex] = 0 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 138 Extra: Derivation of Schrodinger Equation Assume EQM = {(Ћ2/2me)<(dΦ/dx)| (dΦ/dx)> + <Φ|V|Φ>}/<Φ|Φ> Variational principle says that ground state Φ0 leads to the lowest possible E, E0 Then starting with this optimum Φ0 , and making any change, dΦ will increase E. The first order change in E is dE = (Ћ2/2me)<(d dΦ/dx)| (dΦ/dx)> + < dΦ| V|Φ> + CC Integrate by parts dE = -(Ћ2/2me)<(dΦ| (d2Φ/dx2)> + < dΦ| V|Φ> + CC Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 139 Extra: Derivation of Schrodinger Equation But even though <Φ0|Φ0> = 1, changing Φ0 by dΦ, might change the normalization. Thus we get an additional term E+dE = E0/{<Φ0|Φ0> + <dΦ|Φ0> + CC} = E0 – E0{<dΦ|Φ0> + CC} Thus dE ={-(Ћ2/2me)<(dΦ| (d2Φ0/dx2)>+< dΦ|V|Φ0> -E0<dΦ|V|Φ0>} + CC At a minimum the energy must increase for both +dΦ and –dΦ, hence dE=0 = <(dΦ| {-(Ћ2/2me)(d2/dx2)+V -E0}|Φ>} + CC Must get dE=0 for all possible dΦ, hence the coefficient of dΦ, must be zero. Get (H - E0)Φ=0 where H= {-(Ћ2/2me)(d2/dx2)+V} or HΦ= E0Φ Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 140 Extra Summary deriviation of Schrödinger Equation ^ | Φ> + < Φ| V|Φ> = <Φ| Ĥ | Φ> EQM = <Φ| KE ^ + V and KE ^ = - (Ћ2/2m )2 where the Hamiltonian is Ĥ ≡ KE e And we assume a normalized wavefunction, <Φ|Φ> = 1 V(x,y,z,t) is the (classical) potential energy for the system Consider arbitrary Φap = Φex + dΦ and require that dE= Eap – Eex = 0 Get <dΦ|Ĥ-Eex|Φex>] = ∫ dΦ*[(Ĥ-Eex)Φex] = 0 for all possible dΦ This [(Ĥ-Eex)Φex] = 0 or the Schrödinger equation Ĥ Φex = EexΦex The exact ground state wavefunction is a solution of this equation Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 141 4th postulate of QM - Excited states The Schrödinger equation Ĥ Φk = EkΦk Has an infinite number of solutions or eigenstates (German for characteristic states), each corresponding to a possible exact wavefunction for an excited state For example H atom: 1s, 2s, 2px, 3dxy etc Also the g and u states of H2+ and H2. These states are orthogonal: <Φj|Φk> = djk= 1 if j=k = 0 if j≠k Note < Φj| Ĥ|Φk> = Ek < Φj|Φk> = Ek djk We will denote the ground state as k=0 The set of all eigenstates of Ĥ is complete, thus any arbitrary function Ө can be expanded as Ө = Sk Ck Φk where <Φj| Ө>=Cj or Ө = Sk Φk <Φk| Ө> Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 142 Phase factor Consider the exact eigenstate of a system HΦ = EΦ and multiply the Schrödinger equation by some CONSTANT phase factor (independent of position and time) exp(ia) = eia eia HΦ = H (eia Φ) = E (eia Φ) Thus Φ and (eia Φ) lead to identical properties and we consider them to describe exactly the same state. wavefunctions differing only by a constant phase factor describe the same state Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 143 Extra: Configuration interaction Consider a set of N-electron wavefunctions: {i; i=1,2, ..M} where < i|j> = dij {=1 if i=j and 0 if i ≠j) Write approx = S (i=1 to M) Ci i Then E = < approx|H|approx>/< approx|approx> E= < Si Ci i |H| Sk Ck k >/ < Si Ci i | Si Ck k > How choose optimum Ci? Require dE=0 for all dCi get Sk <i |H| Ck k > - Ei< i | Ck k > = 0 ,which we write as ΣikHikCki = ΣikSikCkiEi where Hjk = <j|H|k > and Sjk = < j|k > Which we write as HCi = SCiEi in matrix notation C a column vector for the ith eigenstate Lecture © copyright 2012 William A. Goddard III, all rights reserved\ i is 1Ch121a-Goddard-L01 144 Extra: Configuration interaction upper bound theorem Consider the M solutions of the CI equations HCi = SCiEi ordered as i=1 lowest to i=M highest Then the exact ground state energy of the system Satisfies Eexact ≤ E1 Also the exact first excited state of the system satisfies E1st excited ≤ E2 etc This is called the Hylleraas-Unheim-McDonald Theorem Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 145 Electron spin, 5th postulate QM Consider application of a magnetic field Our Hamiltonian has no terms dependent on the magnetic field. Hence no effect. But experimentally there is a huge effect. Namely The ground state of H atom splits into two states b B=0 Increasing B a This leads to the 5th postulate of QM In addition to the 3 spatial coordinates x,y,z each electron has internal or spin coordinates that lead to a magnetic dipole aligned either with the external magnetic field or opposite. We label these as a for spin up and b for spin down. Thus the ground states of H atom are φ(xyz)a(spin) and φ(xyz)b(spin) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 146 Permutational symmetry, summary Our Hamiltonian for H2, H(1,2) =h(1) + h(2) + 1/r12 + 1/R Does not involve spin This it is invariant under 3 kinds of permutations Space only: 1 2 Spin only: s1 s2 Space and spin simultaneously: (1,s1) (2,s2) Since doing any of these interchanges twice leads to the identity, we know that Ψ(2,1) = Ψ(1,2) symmetry for transposing spin and space coord Φ(2,1) = Φ(1,2) symmetry for transposing space coord Χ(2,1) = Χ(1,2) symmetry for transposing spin coord Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 147 Permutational symmetries for H2 and He H2 Have 4 degenerate g ground states for H2 Have 4 degenerate u excited states for H2 He Have 4 degenerate ground state for He Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 148 Permutational symmetries for H2 and He H2 He Lecture 1Ch121a-Goddard-L01 the only states observed are those for which the wavefunction changes sign upon transposing all coordinates of electron 1 and 2 Leads to the 6th postulate of 149 © copyright 2012 William A. Goddard III, all rights reserved\QM The 6th postulate of QM: the Pauli Principle For every eigenstate of an electronic system H(1,2,…i…j…N)Ψ(1,2,…i…j…N) = EΨ(1,2,…i…j…N) The electronic wavefunction Ψ(1,2,…i…j…N) changes sign upon transposing the total (space and spin) coordinates of any two electrons Ψ(1,2,…j…i…N) = - Ψ(1,2,…i…j…N) We can write this as tij Ψ = - Ψ for all I and j Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 150 Consider H atom We will consider one electron, but a nucleus with charge Z r The Hamiltonian has the form h = - (Ћ2/2me)2 – Ze2/r In atomic units: Ћ=1, me=1, e=1 h = - ½ 2 – Z/r +Ze Thus we want to solve hφk = ekφk for the ground and excited states k φnlm = Rnl(r) Zlm(θ,φ) where Rnl(r) depends only on r and Zlm(θ,φ) depends only on θ and φ Assume φ10 = exp(-zr) E = ½ z2 – Z z dE/dz = z – Z = 0 z =© copyright Z Lecture 1Ch121a-Goddard-L01 2012 William A. Goddard III, all rights reserved\ 151 The H atom ground state the ground state of H atom is φ1s = N0 exp(-Zr/a0) ~ exp(-Zr) where we will ignore normalization 1 x=0 Line plot along z, through the origin Maximum amplitude at z = 0 Lecture 1Ch121a-Goddard-L01 Contour plot in the xz plane, Maximum amplitude at x,z = 0,0 152 © copyright 2012 William A. Goddard III, all rights reserved\ Atomic units We will use atomic units for which me = 1, e = 1, Ћ = 1 For H atom the average size of the 1s orbital is a0 = Ћ2/ mee2 = 0.529 A =0.053 nm = 1 bohr is the unit of length For H atom the energy of the 1s orbital []ionization potential (IP) of H atom is e1s = - ½ me e4/ Ћ2 = - ½ h0 = -13.61 eV = -313.75 kcal/mol In atomic units the unit of energy is me e4/ Ћ2 = h0 = 1, denoted as the Hartree Note h0 = e2/a0 = 27.2116 eV = 627.51 kcal/mol = 2625.5 kJ/mol The kinetic energy of the 1s state is KE1s = ½ and the potential energy is PE1s = -1 = 1/R, where R = 1 a0 is the average radius Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 153 The excited states of H atom - 1 The ground and excited states of a system can all be written as hφk = ekφk, where <φk |φj> = dkj Here dkj the Kronecker delta function is 1 when j=k, but it is 0 otherwise We say that different excited states are orthogonal. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 154 Nodal theorem The ground state has no nodes (never changes sign), like the 1s state for H atom Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 155 The excited states of H atom - 2 Use spherical polar coordinates, r, θ, φ where z = rcosθ, x = rsinθcosφ, y = rsinθsinφ 2 = d2/dx2 + d2/dy2 + d2/dy2 transforms like r2 = x2 + y2 + z2 so that it is independent of θ, φ Thus h(r,θ,φ) = - ½ 2 – Z/r is independent of θ and φ Lecture 1Ch121a-Goddard-L01 z θ φ y x © copyright 2012 William A. Goddard III, all rights reserved\ 156 The excited states of H atom - 3 z Use spherical polar coordinates, r, θ, φ θ where z=r cosθ, x=r sinθ cosφ, y=r sinθ sinφ y 2 = d2/dx2 + d2/dy2 + d2/dy2 transforms like x r2 = x2 + y2 + z2 so that it is independent of θ, φ φ Thus h(r,θ,φ) = - ½ 2 – Z/r is independent of θ and φ Consequently the eigenfunctions of h can be factored into Rnl(r) depending only on r and Zlm(θ,φ) depending only on θ and φ φnlm = Rnl(r) Zlm(θ,φ) The reason for the numbers nlm will be apparent later Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 157 Excited radial functions Consider excited states with Znl = 1; these are ns states with l=0 The lowest is R10 = 1s = exp(-Zr), the ground state. All other radial functions must be orthogonal to 1s, and hence must have one or more radial nodes. 0 nodal 1 spherical 2 spherical planes nodal plane nodal planes Zr = 7.1 Zr = 2 Zr = 1.9 The cross section is plotted along the z axis, but it would look exactly the same along any other axis. Here R20 = 2s = [Zr/2 – 1] exp(-Zr/2) 2/27 – 2(Zr)/3 + 1] exp(-Zr/3) R = 3s = [2(Zr) 30 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 158 Angularly excited states Ground state 1s = φ100 = R10(r) Z00(θ,φ), where Z00 = 1 (constant) Now consider excited states, φnlm = Rnl(r) Zlm(θ,φ), whose angular functions, Zlm(θ,φ), are not constant, l ≠ 0. Assume that the radial function is smooth, like R(r) = exp(-ar) Then for the excited state to be orthogonal to the 1s state, we must have <Z00(θ,φ)|Zlm(θ,φ)> = 0 Thus Zlm must have nodal planes with equal positive and negative regions. The simplest cases are rZ10 = z = r cosθ, which is zero in the xy plane rZ11 = x = r sinθ cosφ, which is zero in the yz plane rZ1,-1 = y = r sinθ sinφ, which is zero in the xz plane These are denoted as angular momentum l=1 or p states Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 159 The p excited angular states of H atom φnlm = Rnl(r) Zlm(θ,φ) z Now lets consider excited angular functions, Zlm. They must have nodal planes to be orthogonal to Z00 + The simplest would be Z10=z = r cosθ, which is zero in the xy plane. Exactly equivalent are Z11=x = rsinθcosφ which is zero in the yz plane, and Z1-1=y = rsinθsinφ, which is zero in the xz plane Also it is clear that these 3 angular functions with one angular nodal plane are orthogonal to each other. Thus <Z10|Z11> = <pz|px>=0 since the integrand has nodes in both the xy and xz planes, leading to a zero integral pz Lecture 1Ch121a-Goddard-L01 pz x z px - + x z - + + - © copyright 2012 William A. Goddard III, all rights reserved\ pxpz x160 More p functions? So far we have the s angular function Z00 = 1 with no angular nodal planes And three p angular functions: Z10 =pz, Z11 =px, Z1-1 =py, each with one angular nodal plane Can we form any more angular functions with one nodal plane orthogonal to all 4 of the above functions? z px’ For example we might rotate px by an angle a a + about the y axis to form px’. However multiplying, say by pz, leads to the integrand pzpx’ which clearly does not integrate to zero x z pzpx’ a + - Thus there are exactly three pi functions, Z1m, . with m=0,+1,-1, all of which have the same KE. Since the p functions have nodes, they lead to a higher KE than the s function (assuming no x radial nodes) 161 + Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ More angular functions? So far we have the s angular function Z00 = 1 with no angular nodal planes And three p angular functions: Z10 =pz, Z11 =px, Z1-1 =py, each with one angular nodal plane Next in energy will be the d functions with two angular nodal planes. We can easily construct three functions dxy = xy =r2 (sinθ)2 cosφ sinφ z dyz = yz =r2 (sinθ)(cosθ) sinφ dxz + 2 dzx = zx =r (sinθ)(cosθ) cosφ where dxz is shown here + - x Each of these is orthogonal to each other (and to the s and the three p functions). <dxy|dyz> = ʃ (x z y2) = 0, <px|dxz> = ʃ (z x2) = 0, Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 162 More d angular functions? In addition we can construct three other functions with two nodal planes z dz2-x2 2 2 2 2 2 2 dx2-y2 = x – y = r (sinθ) [(cosφ) – (sinφ) ] + dy2-z2 = y2 – z2 = r2 [(sinθ)2(sinφ)2 – (cosθ)2] dz2-x2 = z2 – x2 = r2 [(cosθ)2 -(sinθ)2(cosφ)2] x + where dz2-x2 is shown here, Each of these three is orthogonal to the previous three d functions (and to the s and the three p functions) This leads to six functions with 2 nodal planes Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 163 More d angular functions? In addition we can construct three other functions with two nodal planes z dz2-x2 2 2 2 2 2 2 dx2-y2 = x – y = r (sinθ) [(cosφ) – (sinφ) ] + dy2-z2 = y2 – z2 = r2 [(sinθ)2(sinφ)2 – (cosθ)2] dz2-x2 = z2 – x2 = r2 [(cosθ)2 -(sinθ)2(cosφ)2] x + where dz2-x2 is shown here, Each of these three is orthogonal to the previous three d functions (and to the s and the three p functions) This leads to six functions with 2 nodal planes However adding these 3 (x2 – y2) + (y2 – z2) + (z2 – x2) = 0 Which indicates that there are only two independent such functions. We combine the 2nd two as (z2 – x2) - (y2 – z2) = [2 z2 – x2 - y2 ] = [3 z2 – x2 - y2 –z2] = 2 – r2 ] which we denote as d = [3 z z2 A. Goddard III, all rights reserved\ Lecture 1Ch121a-Goddard-L01 © copyright 2012 William 164 Summarizing the d angular functions z dz2 + Z20 = dz2 = [3 – ] m=0, ds Z21 = dzx = zx =r2 (sinθ)(cosθ) cosφ m = 1, dp Z2-1 = dyz = yz =r2 (sinθ)(cosθ) sinφ Z22 = dx2-y2 = x2 – y2 = r2 (sinθ)2 [(cosφ)2 – (sinφ)2] Z22 = dxy = xy =r2 (sinθ)2 cosφ sinφ We find it useful to keep track of how often the wavefunction changes sign as the φ coordinate is increased by 2p = 360º When this number, m=0 we call it a s function When m=1 we call it a p function When m=2 we call it a d function When m=3 we call it a f function z2 r2 Lecture 1Ch121a-Goddard-L01 - - + 57º x m = 2, dd © copyright 2012 William A. Goddard III, all rights reserved\ 165 Summarizing the angular functions So far we have •one s angular function (no angular nodes) called ℓ=0 •three p angular functions (one angular node) called ℓ=1 •five d angular functions (two angular nodes) called ℓ=2 Continuing we can form •seven f angular functions (three angular nodes) called ℓ=3 •nine g angular functions (four angular nodes) called ℓ=4 where ℓ is referred to as the angular momentum quantum number And there are (2ℓ+1) m values for each ℓ Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 166 real (Zlm) and complex (Ylm) ang. momentum fnctns Here the bar over m negative Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 167 Size (a0) name total nodal planes radial nodal planes angular nodal planes Combination of radial and angular nodal planes Combining radial and angular functions gives the various excited states of the H atom. They are named as shown where the n quantum number is the total number of nodal planes plus 1 The nodal theorem does not specify how 2s and 1s 0 0 0 1.0 2p are related, but it turns out that the total 2s 1 1 0 4.0 energy depends only on n. 2p 1 0 1 4.0 3s 2 2 0 9.0 Enlm = - Z2/2n2 3p 2 1 1 9.0 The potential energy is given by 3d 2 0 2 9.0 4s 3 3 0 16.0 PE = - Z2/n2 = -Z/ Rˉ, where Rˉ=n2/Z 4p 3 2 1 16.0 Thus Enlm = - Z/2 Rˉ 4d 3 1 2 16.0 all you need to remember 168 4f 3 1Ch121a-Goddard-L01 0 3 16.0 This ©iscopyright Lecture 2012 William A. Goddard III, all rights reserved\ Sizes hydrogen orbitals Rˉ =a0 n2/Z Where a0 = bohr = 0.529A=0.053 nm = 52.9 pm Hydrogen orbitals 1s, 2s, 2p, 3s, 3p, 3d, 4s, 4p, 4d, 4f Angstrom (0.1nm) 0.53, 2.12, H H C H--H H H 0.74 1.7 4.77, 8.48 H H H H H H 4.8 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 169 Hydrogen atom excited states Energy zero -0.033 h0 = -0.9 eV -0.056 h0 = -1.5 eV -0.125 h0 = -3.4 eV 4s 4p 4d 3s 3p 3d 2s 2p 4f Enlm = - Z/2 Rˉ = - Z2/2n2 -0.5 h0 = -13.6 eV Lecture 1Ch121a-Goddard-L01 1s © copyright 2012 William A. Goddard III, all rights reserved\ 170 Plotting of orbitals: line cross-section vs. contour line plot along z axis Lecture 1Ch121a-Goddard-L01 contour plot in yz plane © copyright 2012 William A. Goddard III, all rights reserved\ 171 Contour plots of 1s, 2s, 2p hydrogenic orbitals Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 172 Contour plots of 3s, 3p, 3d hydrogenic orbitals Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 173 Contour plots of 4s, 4p, 4d hydrogenic orbtitals Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 174 Contour plots of hydrogenic 4f orbitals Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 175 He+ atom Next lets review the energy for He+. Writing Φ1s = exp(-zr) we determine the optimum z for He+ as follows <1s|KE|1s> = + ½ z2 (goes as the square of 1/size) <1s|PE|1s> = - Zz (linear in 1/size) E(He+) = + ½ z2 - Zz Applying the variational principle, the optimum z must satisfy dE/dz = z - Z = 0 leading to z = Z, KE = ½ Z2, PE = -Z2, E=-Z2/2 = -2 h0. writing PE=-Z/R0, we see that the average radius is R0=1/z = 1/2 So that the He+ orbital is ½ the size of the H orbital Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 176 Estimate J1s,1s, the electron repulsion energy of 2 electrons in He+ 1s orbitals e1 Now consider He atom: EHe = 2(½ z2) – 2Zz J1s,1s How can we estimate J1s,1s R0 e2 Assume that each electron moves on a sphere With the average radius R0 = 1/z =1/2 And assume that e1 at along the z axis (θ=0) Neglecting correlation in the electron motions, e2 will on the average have θ=90º so that the average e1-e2 distance is ~sqrt(2)*R0 Thus J1s,1s ~ 1/[sqrt(2)*R0] = 0.707 z Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 177 Estimate J1s,1s, the electron repulsion energy of 2 electrons in He+ 1s orbitals e1 Now consider He atom: EHe = 2(½ z2) – 2Zz J1s,1s How can we estimate J1s,1s R0 e2 Assume that each electron moves on a sphere With the average radius R0 = 1/z =1/2 And assume that e1 at along the z axis (θ=0) Neglecting correlation in the electron motions, e2 will on the average have θ=90º so that the average e1-e2 distance is ~sqrt(2)*R0 Thus J1s,1s ~ 1/[sqrt(2)*R0] = 0.707 z A rigorous calculation gives J1s,1s = (5/8) z = 0.625 z = (5/16) h0 = 8.5036 eV = 196.1 kcal/mol Since e1s = -Z2/2 = -2 h0 = 54.43 eV = 1,254.8 kcal/mol the 178 electron repulsion increases (lessIII,attractive) by 15.6% Lecture 1Ch121a-Goddard-L01 © copyrightthe 2012energy William A. Goddard all rights reserved\ The optimum atomic orbital for He atom He atom: EHe = 2(½ z2) – 2Zz (5/8)z Applying the variational principle, the optimum z must satisfy dE/dz = 0 leading to 2z - 2Z + (5/8) = 0 Thus z = (Z – 5/16) = 1.6875 KE = 2(½ z2) = z2 PE = - 2Zz (5/8)z = -2 z2 E= - z2 = -2.8477 h0 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 179 The optimum atomic orbital for He atom He atom: EHe = 2(½ z2) – 2Zz (5/8)z Applying the variational principle, the optimum z must satisfy dE/dz = 0 leading to 2z - 2Z + (5/8) = 0 Thus z = (Z – 5/16) = 1.6875 KE = 2(½ z2) = z2 PE = - 2Zz (5/8)z = -2 z2 E= - z2 = -2.8477 h0 Ignoring e-e interactions the energy would have been E = -4 h0 The exact energy is E = -2.9037 h0 (from memory, TA please check). Thus this simple approximation of assuming that each electron is in a 1s orbital and optimizing the size accounts for 98.1% of the exact result. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 180 Interpretation: The optimum atomic orbital for He atom Assume He(1,2) = Φ1s(1)Φ1s(2) with Φ1s = exp(-zr) We find that the optimum z = (Z – 5/16) = Zeff = 1.6875 With this value of z, the total energy is E= - z2 = -2.8477 h0 This wavefunction can be interpreted as two electrons moving independently in the orbital Φ1s = exp(-zr) which has been adjusted to account for the average shielding due to the other electron in this orbital. On the average this other electron is closer to the nucleus about 31.25% of the time so that the effective charge seen by each electron is Zeff = 2 - 0.3125=1.6875 The total energy is just the sum of the individual energies, E = -2 (Zeff2/2) = -2.8477 h0 Ionizing the 2nd electron, the 1st electron readjusts to z = Z = 2 with E(He+) = -Z2/2 = - 2 h0. Thus the ionization potential (IP) is 0.8477 h0 = 23.1 eV (exact value = 24.6 eV) 181 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Now lets add a 3rd electron to form Li ΨLi(1,2,3) = A[(Φ1sa)(Φ1sb)(Φ1sg)] Problem: with either g = a or g = b, we get ΨLi(1,2,3) = 0 Since there are two electrons in the same spinorbital This is an essential result of the Pauli principle Thus the 3rd electron must go into an excited orbital ΨLi(1,2,3) = A[(Φ1sa)(Φ1sb) )(Φ2sa)] or ΨLi(1,2,3) = A[(Φ1sa)(Φ1sb) )(Φ2pza)] (or 2px or 2py) Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 182 First consider Li+ First consider Li+ with ΨLi(1,2) = A[(Φ1sa)(Φ1sb)] Here Φ1s = exp(-zr) with z = Z-0.3125 = 2.69 and E = -z2 = -7.2226 h0. For Li2+ we get E =-Z2/2=-4.5 h0 Thus the IP of Li+ is IP = 2.7226 h0 = 74.1 eV The size of the 1s orbital for Li+ is R0 = 1/z = 0.372 a0 = 0.2A Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 183 Consider adding the 3rd electron to the 2p orbital ΨLi(1,2,3) = A[(Φ1sa)(Φ1sb) )(Φ2pza)] (or 2px or 2py) Since the 2p orbital goes to zero at z=0, there is very little shielding so that the 2p electron sees an effective charge of Zeff = 3 – 2 = 1, leading to a size of R2p = n2/Zeff = 4 a0 = 2.12A And an energy of e = -(Zeff)2/2n2 = -1/8 h0 = 3.40 eV 1s 0.2A 2p 2.12A Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 184 Consider adding the 3rd electron to the 2s orbital ΨLi(1,2,3) = A[(Φ1sa)(Φ1sb) )(Φ2pza)] (or 2px or 2py) The 2s orbital must be orthogonal to the 1s, which means that it must have a spherical nodal surface below ~ 0.2A, the size of the 1s orbital. Thus the 2s has a nonzero amplitude at z=0 so that it is not completely shielded by the 1s orbitals. The result is Zeff2s = 3 – 1.72 = 1.28 This leads to a size of R2s = n2/Zeff = 3.1 a0 = 1.65A And an energy of e = -(Zeff)2/2n2 = -0.205 h0 = 5.57 eV 1s 0.2A 2s Lecture 1Ch121a-Goddard-L01 2.12A R~0.2A © copyright 2012 William A. Goddard III, all rights reserved\ 185 Li atom excited states Energy MO picture State picture zero 1st excited state -0.125 h0 = -3.4 eV -0.205 h0 = -5.6 eV 2p 2s E = 2.2 eV 17700 cm-1 564 nm (1s)2(2p) (1s)2(2s) Ground state Exper -2.723 h0 = -74.1 eV 671 nm 1s 186 E = 1.9 eV Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Aufbau principle for atoms Energy Kr, 36 Zn, 30 Ar, 18 6 2 2 4s 10 6 6 2s He, 2 2 Lecture 1Ch121a-Goddard-L01 4p 14 4d 4f 3d 3p 3s Ne, 10 2 10 1s 2p Get generalized energy spectrum for filling in the electrons to explain the periodic table. Full shells at 2, 10, 18, 30, 36 electrons 187 © copyright 2012 William A. Goddard III, all rights reserved\ Kr, 36 Zn, 30 Ar, 18 Ne, 10 He, 2 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 188 Many-electron configurations General aufbau ordering Lecture 1Ch121a-Goddard-L01 Particularly stable © copyright 2012 William A. Goddard III, all rights reserved\ 189 General trends along a row of the periodic table As we fill a shell, say B(2s)2(2p)1 to Ne (2s)2(2p)6 we add one more proton to the nucleus and one more electron to the valence shell But the valence electrons only partially shield each other. Thus Zeff increases, leading to a decrease in the radius ~ n2/Zeff And an increase in the IP ~ (Zeff)2/2n2 Example Zeff2s= 1.28 Li, 1.92 Be, 2.28 B, 2.64 C, 3.00 N, 3.36 O, 4.00 F, 4.64 Ne Thus (2s Li)/(2s Ne) ~ 4.64/1.28 = 3.6 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 190 General trends along a column of the periodic table As we go down a column Li [He}(2s) to Na [Ne]3s to K [Ar]4s to Rb [Kr]5s to Cs[Xe]6s We expect that the radius ~ n2/Zeff And the IP ~ (Zeff)2/2n2 But the Zeff tends to increase, partially compensating for the change in n so that the atomic sizes increase only slowly as we go down the periodic table and The IP decrease only slowly (in eV): 5.39 Li, 5.14 Na, 4.34 K, 4.18 Rb, 3.89 Cs (13.6 H), 17.4 F, 13.0 Cl, 11.8 Br, 10.5 I, 9.5 At 24.5 He, 21.6 Ne, 15.8 Ar, 14.0 Kr,12.1 Xe, 10.7 Rn Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 191 Plot of rφ(r) for the outer s valence orbital Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 192 Plot of rφ(r) for the outer s and p valence orbitals Note for C row 2s and 2p have similar size, but for other rows ns much smaller than np Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 193 Plot of rφ(r) for the outer s and p valence orbitals Note for C row 2s and 2p have similar size, but for other rows ns much smaller than np Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 194 Transition metals; consider [Ar] + 1 electron [IP4s = (Zeff4s )2/2n2 = 4.34 eV Zeff4s = 2.26; 4s<4p<3d K IP4p = (Zeff4p )2/2n2 = 2.73 eV Zeff4p = 1.79; IP3d = (Zeff3d )2/2n2 = 1.67 eV Zeff3d = 1.05; IP4s = (Zeff4s )2/2n2 = 11.87 eV Zeff4s = 3.74; 4s<3d<4p Ca+ IP3d = (Zeff3d )2/2n2 = 10.17 eV Zeff3d = 2.59; IP4p = (Zeff4p )2/2n2 = 8.73 eV Zeff4p = 3.20; IP3d = (Zeff3d )2/2n2 = 24.75 eV Zeff3d = 4.05; 3d<4s<4p Sc++ IP4s = (Zeff4s )2/2n2 = 21.58 eV Zeff4s = 5.04; IP4p = (Zeff4p )2/2n2 = 17.01 eV Zeff4p = 4.47; As the net charge increases the differential shielding for 4s vs 3d is less important than the difference in n quantum number 3 vs 4 195 Lecture 1Ch121a-Goddard-L01 © copyright 2012 Thus charged system prefers 3d William vs 4sA. Goddard III, all rights reserved\ Transition metals; consider Sc0, Sc+, Sc2+ 3d: IP3d = (Zeff3d )2/2n2 = 24.75 eV Zeff3d = 4.05; Sc++ 4s: IP4s = (Zeff4s )2/2n2 = 21.58 eV Zeff4s = 5.04; 4p: IP4p = (Zeff4p )2/2n2 = 17.01 eV Zeff4p = 4.47; (3d)(4s): IP4s = (Zeff4s )2/2n2 = 12.89 eV Zeff4s = 3.89; Sc+ (3d)2: IP3d = (Zeff3d )2/2n2 = 12.28 eV Zeff3d = 2.85; (3d)(4p): IP4p = (Zeff4p )2/2n2 = 9.66 eV Zeff4p = 3.37; (3d)(4s)2: IP4s = (Zeff4s )2/2n2 = 6.56 eV Zeff4s = 2.78; Sc (4s)(3d)2: IP3d = (Zeff3d )2/2n2 = 5.12 eV Zeff3d = 1.84; (3d)(4s)(4p): IP4p = (Zeff4p )2/2n2 = 4.59 eV Zeff4p = 2.32; As increase net charge increases, the differential shielding for 4s vs 3d is less important than the difference in n quantum number 3 vs 4. Thus M2+ transition metals always have all valence electrons in d orbitals © copyright 2012 William A. Goddard III, all rights reserved\ 196 Lecture 1Ch121a-Goddard-L01 Implications for transition metals The simple Aufbau principle puts 4s below 3d But increasing the charge tends to prefers 3d vs 4s. Thus Ground state of Sc 2+ , Ti 2+ …..Zn 2+ are all (3d)n For all neutral elements K through Zn the 4s orbital is easiest to ionize. This is because of increase in relative stability of 3d for higher ions Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 197 Transtion metal valence ns and (n-1)d orbitals Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 198 Review over, back to quantum mechanics Stopped Lecture 1 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 199 Quick fix to satisfy the Pauli Principle Combine the product wavefunctions to form a symmetric combination Ψs(1,2)= ψe(1) ψm(2) + ψm(1) ψe(2) And an antisymmetric combination Ψa(1,2)= ψe(1) ψm(2) - ψm(1) ψe(2) We see that t12 Ψs(1,2) = Ψs(2,1) = Ψs(1,2) (boson symmetry) t12 Ψa(1,2) = Ψa(2,1) = -Ψa(1,2) (Fermion symmetry) Thus for electrons, the Pauli Principle only allows the antisymmetric combination for two independent electrons Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 200 Implications of the Pauli Principle Consider two independent electrons, 1 on the earth described by ψe(1) and 2 on the moon described by ψm(2) Ψ(1,2)= ψe(1) ψm(2) And test whether this satisfies the Pauli Principle Ψ(2,1)= ψm(1) ψe(2) ≠ - ψe(1) ψm(2) Thus the Pauli Principle does NOT allow the simple product wavefunction for two independent electrons Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 201 Consider some simple cases: identical spinorbitals Ψ(1,2)= ψe(1) ψm(2) - ψm(1) ψe(2) Identical spinorbitals: assume that ψm = ψe Then Ψ(1,2)= ψe(1) ψe(2) - ψe(1) ψe(2) = 0 Thus two electrons cannot be in identical spinorbitals Note that if ψm = eia ψe where a is a constant phase factor, we still get zero Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 202 Consider some simple cases: identical spinorbitals Ψ(1,2)= ψe(1) ψm(2) - ψm(1) ψe(2) Identical spinorbitals: assume that ψm = ψe Then Ψ(1,2)= ψe(1) ψe(2) - ψe(1) ψe(2) = 0 Thus two electrons cannot be in identical spinorbitals Note that if ψm = eia ψe where a is a constant phase factor, we still get zero Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 203 Consider some simple cases: orthogonality Consider the wavefunction Ψold(1,2)= ψe(1) ψm(2) - ψm(1) ψe(2) where the spinorbitals ψm and ψe are orthogonal hence <ψm|ψe> = 0 Define a new spinorbital θm = ψm + l ψe (ignore normalization) That is NOT orthogonal to ψe. Then Ψnew(1,2)= ψe(1) θm(2) - θm(1) ψe(2) = =ψe(1) θm(2) + l ψe(1) ψe(2) - θm(1) ψe(2) - l ψe(1) ψe(2) = ψe(1) ψm(2) - ψm(1) ψe(2) =Ψold(1,2) Thus the Pauli Principle leads to orthogonality of spinorbitals for different electrons, <ψi|ψj> = dij = 1 if i=j =0 if i≠j Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 204 Consider some simple cases: nonuniqueness Starting with the wavefunction ψm Ψold(1,2)= ψe(1) ψm(2) - ψm(1) ψe(2) Consider the new spinorbitals θm and θe where θm = (cosa) ψm + (sina) ψe Note that <θi|θj> = dij a Then Ψnew(1,2)= θe(1) θm(2) - θm(1) θe(2) = +(cosa)2 ψ (1)ψ (2) +(cosa)(sina) ψ (1)ψ (2) θm ψe θe = (cosa) ψe - (sina) ψm e m e e -(sina)(cosa) ψm(1) ψm(2) - (sina)2 ψm(1) ψe(2) θe a -(cosa)2 ψm(1) ψe(2) +(cosa)(sina) ψm(1) ψm(2) -(sina)(cosa) ψe(1) ψe(2) +(sina)2 ψe(1) ψm(2) [(cosa)2+(sina)2] [ψe(1)ψm(2) - ψm(1) ψe(2)] =Ψold(1,2) Thus linear combinations of the spinorbitals do not change Ψ(1,2) 205 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ Determinants The determinant of a matrix is defined as The determinant is zero if any two columns (or rows) are identical Adding some amount of any one column to any other column leaves the determinant unchanged. Thus each column can be made orthogonal to all other columns.(and the same for rows) The above properties are just those of the Pauli Principle Thus we will take determinants of our wavefunctions. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 206 The antisymmetrized wavefunction Now put the spinorbitals into the matrix and take the determinant Where the antisymmetrizer determinant operator. can be thought of as the Similarly starting with the 3!=6 product wavefunctions of the form The only combination satisfying the Pauil Principle is Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 207 Example: Interchanging electrons 1 and 3 leads to From the properties of determinants we know that interchanging any two columns (or rows), that is interchanging any two spinorbitals, merely changes the sign of the wavefunction Guaranteeing that the Pauli Principle is always satisfied Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 208 Energy for 2-electron product wavefunction Consider the product wavefunction Ψ(1,2) = ψa(1) ψb(2) And the Hamiltonian for H2 molecule H(1,2) = h(1) + h(2) +1/r12 + 1/R In the details slides next, we derive E = < Ψ(1,2)| H(1,2)|Ψ(1,2)>/ <Ψ(1,2)|Ψ(1,2)> E = haa + hbb + Jab + 1/R where haa =<a|h|a>, hbb =<b|h|b> are just the 1 electron energies Jab ≡ <ψa(1)ψb(2) |1/r12 |ψa(1)ψb(2)>=ʃ [ψa(1)]2 [ψb(1)]2/r12 represents the total Coulomb interaction between the electron density a(1)=| ψa(1)|2 and b(2)=| ψb(2)|2 Since the integrand a(1) b(2)/r12 is positive for all positions of 1 and 2, the integral is positive, Jab > 0 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 209 Details in deriving energy: normalization First, the normalization term is <Ψ(1,2)|Ψ(1,2)>=<ψa(1)|ψa(1)><ψb(2) ψb(2)> Which from now on we will write as <Ψ|Ψ> = <ψa|ψa><ψb|ψb> = 1 since the ψi are normalized Here our convention is that a two-electron function such as <Ψ(1,2)|Ψ(1,2)> is always over both electrons so we need not put in the (1,2) while one-electron functions such as <ψa(1)|ψa(1)> or <ψb(2) ψb(2)> are assumed to be over just one electron and we ignore the labels 1 or 2 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 210 Details of deriving energy: one electron termss Using H(1,2) = h(1) + h(2) +1/r12 + 1/R We partition the energy E = <Ψ| H|Ψ> as E = <Ψ|h(1)|Ψ> + <Ψ|h(2)|Ψ> + <Ψ|1/R|Ψ> + <Ψ|1/r12|Ψ> Here <Ψ|1/R|Ψ> = <Ψ|Ψ>/R = 1/R since R is a constant <Ψ|h(1)|Ψ> = <ψa(1)ψb(2) |h(1)|ψa(1)ψb(2)> = = <ψa(1)|h(1)|ψa(1)><ψb(2)|ψb(2)> = <a|h|a><b|b> = ≡ haa Where haa≡ <a|h|a> ≡ <ψa|h|ψa> Similarly <Ψ|h(2)|Ψ> = <ψa(1)ψb(2) |h(2)|ψa(1)ψb(2)> = = <ψa(1)|ψa(1)><ψb(2)|h(2)|ψb(2)> = <a|a><b|h|b> = ≡ hbb The remaining term we denote as Jab ≡ <ψa(1)ψb(2) |1/r12 |ψa(1)ψb(2)> so that the total energy is E = h1Ch121a-Goddard-L01 Lecture © copyright 2012 William A. Goddard III, all rights reserved\ aa + hbb + Jab + 1/R 211 The energy for an antisymmetrized product, A ψaψb The total energy is that of the product plus the exchange term which is negative with 4 parts Eex=-< ψaψb|h(1)|ψb ψa >-< ψaψb|h(2)|ψb ψa >-< ψaψb|1/R|ψb ψa > - < ψaψb|1/r12|ψb ψa > The first 3 terms lead to < ψa|h(1)|ψb><ψbψa >+ <ψa|ψb><ψb|h(2)|ψa >+ <ψa|ψb><ψb|ψa>/R But <ψb|ψa>=0 Thus all are zero Thus the only nonzero term is the 4th term: -Kab=- < ψaψb|1/r12|ψb ψa > which is called the exchange energy (or the 2-electron exchange) since it arises from the exchange term due to the antisymmetrizer. Summarizing, the energy of the Aψaψb wavefunction for H2 is E = haa + hbb + (Jab –Kab) + 1/R Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 212 The energy of the antisymmetrized wavefunction The total electron-electron repulsion part of the energy for any wavefunction Ψ(1,2) must be positive Eee =∫ (d3r1)((d3r2)|Ψ(1,2)|2/r12 > 0 This follows since the integrand is positive for all positions of r1 and r2 then We derived that the energy of the A ψa ψb wavefunction is E = haa + hbb + (Jab –Kab) + 1/R Where the Eee = (Jab –Kab) > 0 Since we have already established that Jab > 0 we can conclude that Jab > Kab > 0 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 213 Separate the spinorbital into orbital and spin parts Since the Hamiltonian does not contain spin the spinorbitals can be factored into spatial and spin terms. For 2 electrons there are two possibilities: Both electrons have the same spin ψa(1)ψb(2)=[Φa(1)a(1)][Φb(2)a(2)]= [Φa(1)Φb(2)][a(1)a(2)] So that the antisymmetrized wavefunction is Aψa(1)ψb(2)= A[Φa(1)Φb(2)][a(1)a(2)]= =[Φa(1)Φb(2)- Φb(1)Φa(2)][a(1)a(2)] Also, similar results for both spins down Aψa(1)ψb(2)= A[Φa(1)Φb(2)][b(1)b(2)]= =[Φa(1)Φb(2)- Φb(1)Φa(2)][b(1)b(2)] Since <ψa|ψb>= 0 = < Φa| Φb><a|a> = < Φa| Φb> We see that the spatial orbitals for same spin must be orthogonal Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 214 Energy for 2 electrons with same spin The total energy becomes E = haa + hbb + (Jab –Kab) + 1/R where haa ≡ <Φa|h|Φa> and hbb ≡ <Φb|h|Φb> where Jab= <Φa(1)Φb(2) |1/r12 |Φa(1)Φb(2)> We derived the exchange term for spin orbitals with same spin as follows Kab ≡ <ψa(1)ψb(2) |1/r12 |ψb(1)ψa(2)> `````= <Φa(1)Φb(2) |1/r12 |Φb(1)Φa(2)><a(1)|a(1)><a(2)|a(2)> ≡ Kab where Kab ≡ <Φa(1)Φb(2) |1/r12 |Φb(1)Φa(2)> Involves only spatial coordinates. Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 215 Energy for 2 electrons with opposite spin Now consider the exchange term for spin orbitals with opposite spin Kab ≡ <ψa(1)ψb(2) |1/r12 |ψb(1)ψa(2)> `````= <Φa(1)Φb(2) |1/r12 |Φb(1)Φa(2)><a(1)|b(1)><b(2)|a(2)> =0 Since <a(1)|b(1)> = 0. Thus the total energy is Eab = haa + hbb + Jab + 1/R With no exchange term unless the spins are the same Since <ψa|ψb>= 0 = < Φa| Φb><a|b> There is no orthogonality condition of the spatial orbitals for opposite spin electrons In general we can have <Φa|Φb> =S, where the overlap S ≠ 0 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 216 Summarizing: Energy for 2 electrons When the spinorbitals have the same spin, Aψa(1)ψb(2)= A[Φa(1)Φb(2)][a(1)a(2)] The total energy is Eaa = haa + hbb + (Jab –Kab) + 1/R But when the spinorbitals have the opposite spin, Aψa(1)ψb(2)= A[Φa(1)Φb(2)][a(1)b(2)]= The total energy is Eab = haa + hbb + Jab + 1/R With no exchange term Thus exchange energies arise only for the case in which both electrons have the same spin Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 217 Consider further the case for spinorbtials with opposite spin The wavefunction [Φa(1)Φb(2)-Φb(1)Φa(2)][a(1)b(2)+b(1)a(2)] Leads directly to 3E ab = haa + hbb + (Jab –Kab) + 1/R Exactly the same as for [Φa(1)Φb(2)-Φb(1)Φa(2)][a(1)a(2)] [Φa(1)Φb(2)-Φb(1)Φa(2)][b(1)b(2)] These three states are collectively referred to as the triplet state and denoted as having spin S=1 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 218 Consider further the case for spinorbtials with opposite spin The other combination leads to one state, referred to as the singlet state and denoted as having spin S=0 [Φa(1)Φb(2)+Φb(1)Φa(2)][a(1)b(2)-b(1)a(2)] For the ground state of a 2-electron system, Φa=Φb so we get [Φa(1)Φa(2)][a(1)b(2)-b(1)a(2)] = A[Φa(1)a(1)] [Φa(2)b(2)] Leading directly to 1Eaa = 2haa + Jaa + 1/R This state is referred to as the closed shell single state and denoted as having spin S=0 Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 219 Re-examine He atom with spin and the Pauli Principle Ψ(1,2) = A[(φ1s a) (φ1s b)] E= 2 <1s|h|1s> + J1s,1s Which is exactly what we assumed above when we ignore spin and the Pauli Principle So for 2 electrons nothing changes Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 220 Energy for 2-electron product wavefunction Consider the product wavefunction Ψ(1,2) = ψa(1) ψb(2) And the Hamiltonian for H2 molecule H(1,2) = h(1) + h(2) +1/r12 + 1/R In the details slides next, we derive E = < Ψ(1,2)| H(1,2)|Ψ(1,2)>/ <Ψ(1,2)|Ψ(1,2)> E = haa + hbb + Jab + 1/R where haa =<a|h|a>, hbb =<b|h|b> are just the 1 electron energies Jab ≡ <ψa(1)ψb(2) |1/r12 |ψa(1)ψb(2)>=ʃ d3r1[ψa(1)]2 ʃd3r2[ψb(2)]2/r12 = = ʃ [ψa(1)]2 Jb (1) = <ψa(1)| Jb (1)|ψa(1)> Where Jb (1) = ʃ [ψb(2)]2/r12 is the Coulomb potential at 1 due to the density distribution [ψb(2)]2 2 221 © copyrightbetween 2012 William A. Goddard III, all rights reserved\ JLecture the Coulomb repulsion densities ab is 1Ch121a-Goddard-L01 a=[ψ a(1)] and b The energy for an antisymmetrized product, A ψ aψ b The total energy is that of the product wavefunction plus the new terms arising from exchange term which is negative with 4 parts Eex=-< ψaψb|h(1)|ψb ψa >-< ψaψb|h(2)|ψb ψa >-< ψaψb|1/R|ψb ψa > - < ψaψb|1/r12|ψb ψa > The first 3 terms lead to < ψa|h(1)|ψb><ψbψa >+ <ψa|ψb><ψb|h(2)|ψa >+ <ψa|ψb><ψb|ψa>/R But <ψb|ψa>=0 Thus all are zero Thus the only nonzero term is the 4th term: -Kab=- < ψaψb|1/r12|ψb ψa > which is called the exchange energy (or the 2-electron exchange) since it arises from the exchange term due to the antisymmetrizer. Summarizing, the energy of the Aψaψb wavefunction for H2 is E = haa + hbb + (Jab –Kab) + 1/R Lecture 1Ch121a-Goddard-L01 One© new term from the antisymmetrizer copyright 2012 William A. Goddard III, all rights reserved\ 222 Summary electron-electron energies Jab ≡ <ψa(1)ψb(2) |1/r12 |ψa(1)ψb(2)>=<ψa(1)| Jb (1)|ψa(1)> is the total Coulomb interaction between the electron density a(1)=| ψa(1)|2 and b(2)=| ψb(2)|2 Since the integrand a(1) b(2)/r12 is positive for all positions of 1 and 2, the integral is positive, Jab > 0 Here Jb (1) = ʃ [ψb(2)]2/r12 is the potential at 1 due to the density distribution [ψb(2)]2 Kab=< ψaψb|1/r12|ψb ψa >= ʃ d3r1[ψa(1)ψb(1)] ] ʃd3r2[ψb(2) ψa(2)]]2/r12 = <ψa(1)| Kb (1)|ψa(1)> Where Kb (1) ψa(1)] ] = ψb(1) ʃ [ψb(2)ψa(2)]2/r12 is an integral operator that puts Kab into a form that looks like Jab. The difference is that Jb (1) is a function but Kb (1) is an operator Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 223 Alternative form for electron-electron energies It is commen to rewrite Jab as Jab ≡ [ψa(1) ψa(1)|ψb(2)ψb(2)] where all the electron 1 stuff is on the left and all the electron 2 stuff is on the right. Note that the 1/r12 is now understood Similarly Kab= [ψa(1)ψb(1)|ψb(2)ψa(2)] Here the numbers 1 and 2 are superflous so we write Jab ≡ [ψaψa|ψbψb] = [aa|bb] since only the orbital names are significant Siimilarly Kab ≡ [ψaψb|ψbψa] = [ab|ba] Thus the total 2 electron energy is Jab - Kab = [aa|bb] - [ab|ba] But if a and b have opposite spin then the exchange term is zero Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 224 Consider the case of 4 e in 2 orbitals, a,b Ψ(1,2,3,4) = A[(aa)(ab)(ba)(bb)] E = 2 haa + 2 hbb + Enn + [2Jaa-Kaa] +2[2Jab-Kab] + [2Jbb-Kbb] = 2 haa + 2 hbb + Enn + 2(aa|aa)-(aa|aa)+4(aa|bb)-2(ab|ba) +2(bb|bb)-(bb|bb) Where we see that the self-Coulomb and self-exchange can cancel. Now change φ1 to φ1 + dφ1 the change in the energy is dE = 4<dφ1|h|φ1> + 4 <dφ1|2J1-K1|φ1> + 4 <dφ1|2J2-K2|φ1> = 4 <dφ1|HHF|φ1> Where HHF = h + Σj=1,2 [2Jj-Kj] is called the HF Hamiltonian In the above expression we assume that φ1 was normalized, <φ1|h|φ1> = 1. Imposing this constraint (a Lagrange multiplier) leads to <dφ1|HHF – l1|φ1> = 0 and <dφ2|HHF – l2|φ2> = 0 Thus the optimum orbitals satisfy HHFφk = lk φk the HF equations Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 225