Lecture 11. Quantum Mechanics. Hartree-Fock Self-Consistent-Field Theory Outline of today’s lecture • • • • Postulates in quantum mechanics… Schrödinger equation… Simplify Schrödinger equation: Atomic units, Born-Oppenheimer approximation Solve Schrödinger equation with approximations: Variation principle, Slater determinant, Hartree approximation, Hartree-Fock, Self-Consistent-Field, LCAO-MO, Basis set References • Molecular Quantum Mechanics, Atkins & Friedman (4th ed. 2005), Ch. 1 & 8 • Essentials of Computational Chemistry. Theories and Models, C. J. Cramer, (2nd Ed. Wiley, 2004) Chapter 4 • Molecular Modeling, A. R. Leach (2nd ed. Prentice Hall, 2001) Chapter 2 • Introduction to Computational Chemistry, F. Jensen (1999) Chapter 3 • A Brief Review of Elementary Quantum Chemistry http://vergil.chemistry.gatech.edu/notes/quantrev/quantrev.html • Molecular Electronic Structure Lecture http://www.chm.bris.ac.uk/pt/harvey/elstruct/introduction.html • Wikipedia (http://en.wikipedia.org): Search for Schrödinger equation, etc. Potential Energy Surface & Quantum Mechanics How do we obtain the potential energy E? • MM: Evaluate analytic functions (FF) • QM: Solve Schrödinger equation 3N (or 3N-6 or 3N-5) Dimension PES for N-atom system x Continuum Modeling Geometry rij Atomistic Modeling li θi i Quantum Modeling For geometry optimization, evaluate E, E’ (& E’’) at the input structure X (x1,y1,z1,…,xi,yi,zi,…,xN,yN,zN) or {li,θi,i}. Charge Force Field Length 0.1 nm 1 nm 1m 1cm The Schrödinger Equation The ultimate goal of most quantum chemistry approach is the solution of the time-independent Schrödinger equation. (1-dim) Hamiltonian operator wavefunction (solving a partial differential equation) ? Postulate #1 of Quantum Mechanics • The state of a quantum mechanical system is completely specified by the wavefunction or state function Ψ (r, t ) that depends on the coordinates of the particle(s) and on time. • The probability to find the particle in the volume element d drdt located at r at time t is given by (r , t ) (r , t )d. (Born interpretation) • The wavefunction must be single-valued, continuous, finite, and normalized (the probability of find it somewhere is 1). d (r , t ) 2 1 = <|> Probability density Born Interpretation of the Wavefunction: Probability Density Probability Density: Examples B=0 Ae ikx A 2 2 A=0 Be ikx B 2 2 A=B 2 A cos kx 2 4 A cos 2 kx nodes Postulate #2 of Quantum Mechanics • Once Ψ (r, t ) is known, all properties of the system can be obtained by applying the corresponding operators to the wavefunction. • Observed in measurements are only the eigenvalues a which satisfy the eigenvalue equation A a eigenvalue eigenfunction (Operator)(function) = (constant number)(the same function) (Operator corresponding to observable) = (value of observable) Schrödinger equation: Hamiltonian operator energy with (Hamiltonian operator) (e.g. with ) Physical Observables & Their Corresponding Operators with (Hamiltonian operator) (e.g. with ) Observables, Operators & Solving Eigenvalue Equations: an Example Aeikx pˆ x d i dx d p x i dx the same function d Aeikx khAeikx kh i dx constant p x kh number The Uncertainty Principle When momentum is known precisely, the position cannot be predicted precisely, and vice versa. Ae ikx p x kh A 2 2 When the position is known precisely, Location becomes precise at the expense of uncertainty in the momentum Postulate #3 of Quantum Mechanics • Although measurements must always yield an eigenvalue, the state does not have to be an eigenstate. • An arbitrary state can be expanded in the complete set of eigenvectors ( as where n . • We know that the measurement will yield one of the values ai, but we don't know which one. However, we do know the probability that eigenvalue ai will occur ( ). • For a system in a state described by a normalized wavefunction , the average value of the observable corresponding to A A d = <|A|> is given by The Schrödinger Equation for Atoms & Molecules Atomic Units (a.u.) • Simplifies the Schrödinger equation (drops all the constants) (energy) (length) (mass) (charge) 1 1 1 1 a.u. = a.u. = a.u. = a.u. = (before) 1 hartree = 27.211 eV = 627.51 kcal/mol, 1 bohr = 0.52918 Å, electron rest mass, elementary charge, etc. (after) Born-Oppenheimer Approximation • Simplifies further the Schrödinger equation (separation of variables) • Nuclei are much heavier and slower than electrons. • Electrons can be treated as moving in the field of fixed nuclei. • A full Schrödinger equation can be separated into two: – Motion of electron around the nucleus – Atom as a whole through the space • Focus on the electronic Schrödinger equation Born-Oppenheimer Approximation (before) (electronic) (nuclear) E= (after) Electronic Schrödinger Equation in Atomic Unit Variational Principle 1. 2. 3. 4. Nuclei positions/charges & number of electrons in the molecule Set up the Hamiltonian operator Solve the Schrödinger equation for wavefunction , but how? Once is known, properties are obtained by applying operators • • No exact solution of the Schrödinger eq for atoms/molecules (>H) Any guessed trial is an upper bound to the true ground state E. = • = Minimize the functional E[] by searching through all acceptable N-electron wavefunctions Hartree Approximation (1928) Single-Particle Approach • Impossible to search through all acceptable N-electron wavefunctions. • Let’s define a suitable subset. • N-electron wavefunction is approximated by a product of N one-electron wavefunctions. (Hartree product) Nobel lecture (Walter Kohn; 1998) Electronic structure of matter Antisymmetry of Electrons and Pauli’s Exclusion Principle • Electrons are indistinguishable. Probability doesn’t change. • Electrons are fermion (spin ½). antisymmetric wavefunction • No two electrons can occupy the same state (space & spin). Slater “determinants” • A determinant changes sign when two rows (or columns) are exchanged. “antisymmetric” Exchanging two electrons leads to a change in sign of the wavefunction. • A determinant with two identical rows (or columns) is equal to zero. =0 =0 No two electrons can occupy the same state. “Pauli’s exclusion principle” N-Electron Wavefunction: Slater Determinant • N-electron wavefunction aprroximated by a product of N one-electron wavefunctions (hartree product). • It should be antisymmetrized ( ). Hartree product is not antisymmetric! Hartree-Fock (HF) Approximation • Restrict the search for the minimum E[] to a subset of , which is all antisymmetric products of N spin orbitals (Slater determinant) • Use the variational principle to find the best Slater determinant (which yields the lowest energy) by varying spin orbitals = ij (orthonormal) Hartree-Fock (HF) Energy Hartree-Fock (HF) Energy: Evaluation Slater determinant (spin orbital = spatial orbital * spin) finite “basis set” Molecular Orbitals as linear combinations of Atomic Orbitals (LCAO-MO) where Hartree-Fock (HF) Equation: Evaluation • No-electron contribution (nucleus-nucleus repulsion: just a constant) • One-electron operator h (depends only on the coordinates of one electron) where • Two-electron contribution (depends on the coordinates of two electrons) 1. Potential energy due to nuclear-nuclear Coulombic repulsion (VNN) *In some textbooks ESD doesn’t include VNN, which will be added later (Vtot = ESD + VNN). 2. Electronic kinetic energy (Te) 3. Potential energy due to nuclear-electronic Coulombic attraction (VNe) 3. Potential energy due to two-electron interactions (Vee) • Coulomb integral Jij (local) > 0, i.e., a destabilization Coulombic repulsion between electron 1 in orbital i and electron 2 in orbital j • Exchange integral Kij (non-local) only for electrons of like spins No immediate classical interpretation; entirely due to antisymmetry of fermions Hartree-Fock (HF) Energy: Integrals Self-Interaction • Coulomb term J when i = j (Coulomb interaction with oneself) 0 • Beautifully cancelled by exchange term K in HF scheme =0 Constrained Minimization of EHF[SD] Hartree-Fock (HF) Equation • Fock operator: “effective” one-electron operator • two-electron repulsion operator (1/rij) replaced by one-electron operator VHF(i) by taking it into account in “average” way and Two-electron repulsion cannot be separated exactly into one-electron terms. By imposing the separability, the Molecular Orbital Approximation inevitably involves an incorrect treatment of the way in which the electrons interact with each other. Self-Consistent Field (HF-SCF) Method • Fock operator depends on the solution. • HF is not a regular eigenvalue problem that can be solved in a closed form. 1. Start with a guessed set of orbitals; 2. Solve HF equation; 3. Use the resulting new set of orbitals in the next iteration; and so on; 4. Until the input and output orbitals differ by less than a preset threshold (i.e. converged). Koopman’s Theorem • As well as the total energy, one also obtains a set of orbital energies. • Remove an electron from occupied orbital a. Orbital energy = Approximate ionization energy Koopman’s Theorem: Examples Restricted vs Unrestricted HF Accuracy of Molecular Orbital (MO) Theory Electron Correlation • A single Slater determinant never corresponds to the exact wavefunction. EHF > E0 (the exact ground state energy) • Correlation energy: a measure of error introduced through the HF scheme EC = E0 EHF (< 0) – Dynamical correlation – Non-dynamical (static) correlation • Post-Hartree-Fock method – Møller-Plesset perturbation: MP2, MP4 – Configuration interaction: CISD, QCISD, CCSD, QCISD(T) Summary