Electronic correlation • VB method and polyelectronic functions • IC • DFT The charge or spin interaction between 2 electrons is sensitive to the real relative position of the electrons that is not described using an average distribution. A large part of the correlation is then not available at the HF level. One has to use polyelectronic functions (VB method), post Hartree-Fock methods (CI) or estimation of the correlation contribution, DFT. 1 Electronic correlation A of the correlation refers to HF: it is the “missing energy” for SCF convergence: Ecorr= E – ESCF Ecorr< 0 ( variational principle) Ecorr~ -(N-1) eV 2 Energy (kcal/mol) Importance of correlation effects on Energy RHF in blue, Exact in red. 3 Importance of correlation effects on reactions − Bond cleavage: H2O → HO + H : ~ 130 kcal/mol − same number of electron pairs : H2O + H+ → H3O+: ~ 7 kcal/mol − intermediate case: 2 BH3 → B2H : ~ 70 kcal/mol − weak interactions (H-bonds, van der Waals) H2O - H2O: ~ 3 kcal/mol Ne−Ne: ~ 0.5 (kcal/mol however De is only ~ 0.3 kcal/mol) − ions are strongly correlated systems F-: 246.5 kcal/mol Al3+: 253.66 kcal/mol 4 Distances pm Importance of correlation effects on distances RHF in blue, Exact in red. 5 Relative errors in % Relative errors in ppm Weak contribution: 0.1 Ả, 5% 6 Fermi hole – Coulomb hole Each electron should be surrounded by an “empty volume” excluding the presence of another electron – of the same spin (Fermi hole) – of opposite spins (Coulomb hole) In HF, the Probability of finding an electron with the same spin at the same place is 0; that of finding an electron with spin is not! P(↑↑)2=dV1dV2/2 [a2(r1)b2(r2)+a2(r2)b2(r1)-2a(r1)b(r2)a(r2)b(r1)] P(↑↑)2 = 0 for r1 = r2 P(↑↓)2=dV1dV2/2 [a2(r1)b2(r2)+a2(r2)b2(r1)] P(↑↓²)2 0 for r1 = r2 This term vanishes for ↓ HF account for the Fermi hole not the Coulomb hole! 7 Correlation Left-Right The probability of finding 1 electron in the left region and one in the right is 1. In HF it is only ½; Taking into account correlation reduces the probability of finding the electrons together; it decreases the weight of the ionic contribution. 8 types of correlation How electrons avoid each other? radial (or In-out) Left-right angular 9 Valence Bond 10 Heitler-London 1927 Electrons are indiscernible: If f1(1).f2(2) is a valid solution Walter Heinrich Heitler German 1904 –1981 f1(2).f2(1) also is. The polyelectronic function is therefore: [f1(1).f2(2) + f1(2).f2(1)] Fritz Wolfgang London German 1900–1954 To satisfy Pauli principle this symmetric expression is associated with an antisymmetric spin function: a (1).b(2) - a(2).b(1) this represents a singlet state! Each atomic orbital is occupied by one electron: for a bond, this represents a covalent bonding. 11 The triplet state The total function has to be antisymmetric; for a triplet state since the spin is symmetric, the spatial function has to be antisymmetric. [f1(1).f2(2) - f1(2).f2(1)] Associated with one of the 3 spin functions a(1).a(2) b(1).b(2) a (1).b(2) + a(2).b(1) 12 The resonance, ionic functions - H1 -H2 + Other polyelectronic functions : - + + H1 -H2 ↔ H1 -H2 - f1(1).f1(2) [f1(1).f1(2) + f2(2).f2(1)] f2(2).f2(1) [f1(1).f1(2) -f2(2).f2(1)] + H1 -H2 - symmetric antisymmetric According to Pauli principle, these functions necessarily correspond to the singlet state: a (1).b(2) - a(2).b(1) 13 H2 dissociation The cleavage is whether homolytic, H2 → H• + H• or heterolytic: H2 → H+ + H- H+ + H- E = 2 √(1-s)3/p = -0.472 a.u. with s=0.31 H+H E = -1 a.u; 14 MO behavior of H2 dissociation The cleavage is whether homolytic, H2 → H• + H• or heterolytic: H2 → H+ + H- Energy Energie u distance A-B internucdistance léa ire g sg2 = (fA +fB)2 = [(fA(1) fA(2) + fB(1) fB(2)] + [(fA(1) fB(2) + fB(1) fA(2)] 50% ionic + 50% covalent The MO description fails to describe correctly the dissociation! su2 = (fA -fB)2 = [(fA(1) fA(2) + fB(1) fB(2)] - [(fA(1) fB(2) + fB(1) f15A(2)] 50% ionic 50% covalent H2 dissociation The cleavage is whether homolytic, H2 → H• + H• or heterolytic: H2 → H+ + H- H+ + H- E = 2 √(1-s)3/p = -0.472 a.u. with s=0.31 * H+H The MO approach, -0.769 a.u. E = -1 a.u; 16 What are the solutions? 1. Uncouple ionic and covalent functions; this is the VB approach. 2. Let interact the sg2 and su2 states: these are of the same symmetry and interact. This is the IC approach. E= -0.472 a.u. E= -0.769 a.u. sg2 and su2 ionic E= -1 a.u. covalent 17 The Valence-Bond method It consists in describing electronic states of a molecule from AOs by eigenfunctions of S2, Sz and symmetry operators. There behavior for dissociation is then correct. These functions are polyelectronic. To satisfy the Pauli principle, functions are determinants or linear combinations of determinants build from spinorbitals. 18 Covalent function for electron pairs Ordered on spins a (1) b(1) or = IabI + IbaI Ordered on electrons IabI = a (2) b(2) = IabI - IabI = [a(1).b(2) +a(2). b(1)].[a(1).b(2) - a(2).b(1)] = [a(1).a(1)b (2)b(2) - b(1).b(1). a(2).a(2)] + [b(1).a(1) a(2)b(2) - a(1).b(1).b (2).a(2)] = IabI + IbaI This is the Heitler-London expression 19 Triplet states Ordered on spins = IabI = IabI or = IabI -+ IbaI Ordered on electrons = IabI +- IabI = [a(1).b(2) -a(2). b(1)].[a(1).b(2) +a(2).b(1)] = [a(1).a(1)b (2)b(2) - b(1).b(1). a(2).a(2)] - [b(1).a(1) a(2)b(2) - a(1).b(1).b (2).a(2)] = IabI - IbaI 20 2 electrons – 2 orbitals │ ab │+│ ba │- l │ aa │+│ bb │ Diexcited States │aa│- │ bb │ Jij+Kij Jij Kij First excited States Jij-Kij │ ab │ │ ab│ │ ab │- │ ba │ Ground state │ aa │ +│ bb │+ l │ ab │+│ ba │ 21 Valence Bond Make the list of all the resonance structures. (a complete treatment necessitates considering all of them). To each one is associated a VB expression (and a Lewis structure). • Rule 1: electrons belonging to a pair have opposite spins • Rule 2: bonds are represented by covalent singlet functions • Rule 3: The total wavefunction is antisymmetric relative to exchange of spins (symmetric relative to exchange of electrons). • The VB functions interact to give linear combinations (coefficients and energies are obtained through a variational principle and a secular determinant) • The square of the coefficients are the weights of the VB structure 22 Resonance structures for the p electrons of benzene: Neutral species have larger weights than charged structures, Kekulé more than Dewar. Dewar Kekulé + + Kekulé + + - - - It is easy to make approximation, This structure has small weight 23 Example of Butadiene a b c d C=C-C=C • A determinant: IabcdI • ab is a bond:IabcdI+IbacdI = IabcdI-IabcdI • cd is a bond:IabcdI+IbacdI + IbadcI+IabdcI or IabcdI-IabcdI - IabcdI+IabcdI 24 excited Butadiene (zwiterion) a b c d + + C-C=C-C C-C=C-C • A determinant: IaabcI (2 electrons in a, none in d) • aa is a pair: IaabcI • cd is a bond: IaabcI+IaacbI = IaabcI-IaabcI • Resonance: IaabcI+IaacbI + IbcddI+IcbddI = IaabcI-IaabcI + IbcddI-IbcddI 25 Calculation of matrix elements Q = <IabIIHIIabI> H = Hmono + Hbi <abIHmonoIab> = <aIa> <bIHmonoIb> + <aIHmonoIa> <bIb> = haa+hbb <abIHbiIab> = Jab Q = <abIHIab> = haa+ hbb+ Jab K = <IabIIHIIbaI> <abIHmonoIba> = <aIb> <bIHmonoIa> + <aIHmonoIb> <bIa> = 2habSbb <abIHbiIba> = Kab K = <abIHIba> = 2Sabhab+ Kab 26 Calculation of matrix elements <IaabbIIIaabbI> General Method: 1/n! <all permutationsIHIall permutations> • Remove 1/n! and retain only one permutation <single permutationIHIall permutations> • Keep only permutations involving the same spin. 1/24<IaabbIIIaabbI> = <aabbIIaabbI> = <aabbIaabb> - <aabbIbaab> - <aabbIabba> + <aabbIbbaa> = 1 - = 1 -2S2 +S4 S2 - S2 + S4 Using this rule, it is simpler to order the determinants on spins rather than on electrons27 E triplet covalent states -2S abhab-Kab haa+hbb+Jab+1/R +2S abhab+Kab sing ulet singlet AB distance distance H-H 28 H2 singlet states: the symmetric ionic and covalent functions mix to generate the ground state and the diexcited state; the antisymmetric covalent state does not mix (Brillouin theorem) Diexcited States , mixed character More covalent than ionic │aa│- │ bb │Antisymmetric 2Kab │ ab │ │ ab│ triplets │ ab │- │ ab │ 2Sabhab+Jab First excited States │ab│+ │ ba │Sym 2Kab/(1+S2) │ aa │+ │ bb │Sym Ground state, mixed character 29 more covalent than ionic Energies of pure VB structures IabI + IbaI Singlet (covalent) Sym haa+hbb+Jab+2Sabhab+Kab 1+Sab2 IaaI + IbbI Singlet (ionic) haa+hbb+Jab+2Sabhab-Kab 1+Sab2 IabI, IabI, IabI - IbaI triplet haa+hbb+Jab-2Sabhab-Kab 1-Sab2 IaaI - IbbI Singlet (ionic) Antisym haa+hbb-Jab-2Sabhab+Kab 1-Sab2 30 mixing of the singlet states Brillouin theorem 1934 Two functions are symmetric and one is antisymmetric: the ionic, antisymmetric state does not mix. Léon Nicolas Brillouin 1889 – It is essentially a non-bonding 1969) was a French physicist. His state corresponding to sgsu father, Marcel Brillouin, grandfather, Éleuthère Mascart, and (monoexcitation) great-grand-father, Charles Briot, were physicists as well. He made haa+hbb+Jab+2Sabhab-Kab contributions to quantum mechanics, radio wave 1+Sab2 propagation in the atmosphere, solid state physics, and 31 information theory. Interaction term between symmetric singlets 1/√(1+S2){│ aa │+ bb │} │H│ 1/√(1+S2){│ ab │+ │ ba │} = {(haa+hbb)S+2hab+<aa│1/r12│ab> +<bb│1/r12│ba> } / (1+S2) = {(haa+hbb)S+2hab+ (aa│ab)+(bbba) } / (1+S2) │ab│+ │ ba │Sym 2Kab/(1+S2) │ aa │+ │ bb │Sym Ground state, mixed character 32 more covalent (80%) than ionic Sign of K Earlier we have define K>0 from a single determinant; it was a consequence of the Pauli principle <IabIIIabI> Here we have the determinant with permutation; <IabIIIbaI> This changes the sign: K<0. The covalent energy is the lowest. IabI + IbaI haa+hbb+Jab+2Sabhab+Kab Singlet (covalent) Sym 1+Sab2 IaaI + IbbI Singlet (ionic) haa+hbb+Jab+2Sabhab-Kab 1+Sab2 33 34 Resonance & covalence, The ionic VB structure: H+ HThe covalent: H-H Both structures contribute to the bonding, equally for MOs or when K is neglected: (1+S) (aa+bb)+(1-S) (ab+ba) There is 1 electron in each orbital so that the density is the same: In the middle plane, the amplitude is not zero for the two VB structures. When they combine equally, they double (bonding state) or vanish (antibonding state). 35 Resonance & covalence, electron pair & AF diradical The ionic VB structure: H+ H(aa+bb) matches better the description of electron pairs, the two electrons being located at the same place The covalent: H-H (ab+ba) corresponds better to an antiferromagnetic state with one electron on each side and a diradical. 36 Interaction term between symmetric singlets within Hückel approximation {(haa+hbb)S+2hab+ (aa│ab)+(bbba) } / (1+S2) becomes 2hab} and the two states are degenerate → forming 50% ionic 50% covalent states The bonding state is therefore the sum: this is 2 Esg the energy of the sg2 state! 2 Esu 2hab │ aa │+ │ bb │Sym 2hab E = haa+hbb │ab│+ │ ba │Sym 2 Esg 37 Interaction term between symmetric singlets Hückel approximation with spin (haa+hbb)S+2hab - E (haa+hbb) +2habS - E S 1+S2 1+S2 1+S2 (haa+hbb) +2habS - E S (haa+hbb)S+2hab - E 1+S2 1+S2 1+S2 =0 2 Esu= 2(haa-hab)/(1-S) 2 Esg = 2(haa+hab)/(1+S) with S, the average energy is above the energy of pure VB structures 38 Interaction term between symmetric singlets Hückel approximation with spin 2 Esu= 2(haa-hab)/(1-S) 2haa -2habS Mean energy E= 1-S2 Atomic energy 2 hbb +2habS Pure VB structures E = 1+S2 │ aa │+ │ bb │ E = haa= hbb │ab│+ │ ba │ 2 Esg = 2(haa+hab)/(1+S) 39 Generalized Valence Bond, GVB It starts by an orthogonalization William A. Goddard40III, Interaction Configuration The OM calculated at the HF level are eigenfunctions of H°+S<Repij> that is not H°+S<1/rij>. We can form linear combinations of the determinants using variational theory. This is the IC. If the basis set is “complete”, a full IC should lead to experimental results (excepting relativistic effects, Born-Oppenheimer…) 41 Interaction Configuration OM/IC: In general the OM are those calculated in an initial HF calculation. Usually they are those for the ground state. MCSCF: The OM are optimized simultaneously with the IC (each one adapted to the state). 42 Interaction Configuration: mono, di, tri, tetra excitations… Monexcitation: promotion of i to k k I ki> j i Diexcitation promotion of i and j to k and l l kl Ij I > k j i 43 Branching diagram How many configurations for a spin state? S 4 1 7/2 1 3 1 5/2 1 2 1 3/2 1 1 1/2 1 1 0 1 2 5 3 1 14 5 4 20 9 2 3 6 4 2 7 28 14 5 5 Each number is The sum of the two previous ones. See circles! 6 14 7 Number of open shells 8 44 Matrix elements within a state and an excited state: Slater rules <GSI pq> = S [(ppIqr)-(pqIpr)] - S [(ttIqr)-(tqItr)] p q All the matrix elements are bielectronic terms (since H-HHF concerns the bielectronic repulsion). Many of them are equal to zero. <GSI pq> = (ppIqr)-(pqIpr) - (ttIqr)-(tqItr) For a single excitation, the terms are the offdiagonal terms of the Fock-matrix, which are 0 for HF eigenfunctions. There is no mixing between the GS and the mono-excited states. Brillouin theorem (already seen using symmetry). 45 Mind the spatial symmetry Only determinants with the same symmetry interact. To perform an IC: Generate all the configurations corresponding to an electronic state (solutions of Sz and S2) and eliminate those that are of different symmetry. 46 Full symmetry, truncated symmetry Since it is expensive, instead of making a full IC, one restricts the “space of configuration” to a small space. Note that VB includes more physics in truncations. Example of H2O excitations single diexcitations tri tetra All the others % of excitations 0.6 % (Brillouin) 94 % 0.8 % (similar to Brillouin) 4.4 % 0.17 % 47 For other properties (Dipole moment) the monoexcitations count! :C≡O: or Energy ¨ :C=O ¨ m(D) SCF -112.788 -0.108 SCF+di -112.016 -.068 SCF+mono+di -113.018 +0.030 Exp. Cδ- Oδ+ +.044 48 Coherence in size Correlation should depend on N Ecorr~ -(N-1) eV Considering mono and diexcitations (SDIC) on gets a size dependence in N1/2. This requires correction as proposed by Davidson. perturbations • • • • Moller-Plesset MP2 perturbation for di-excitations MP3 perturbation up to tri-excitations MP4 perturbation up to tetra-excitations 49 IC: increasing the space of configuration 4x4 2x2 Exact energy levels 3x3 50 Which linear combination of sg2 and su2 is 80% covalent and 20% ionic? sg2 and su2 are 50% covalent and 50% ionic: sg = 1/√2 (aa+bb) + 1/√2 (ab+ba) 2 The square of the coefficents is the weight su2 = 1/√2 (aa+bb) - 1/√2 (ab+ba) = lsg2+msu2 =(l+m)/√2(aa+bb)+(l-m)/ √ 2(ab+ba) (l+m)2/2) = 0.2 (l-m)2/2 = 0.8 (l+m)2 = 0.4 (l-m)2 = 1.6 l = 0.9467 m = -0.3162 The diexcitation allows flexibility between covalency and ionicity. 51 VB vs. IC Both methods are equivalent provided that • The same basis set are used • there is no simplification (truncation of the # of VB structures or limited IC) They both take into account correlation and allow mixing covalent and ionic contributions in variable amounts. Advantage of VB: • Close to Lewis structures and chemical language • Easier to visualize and then easier for making approximation Advantage of IC: • Many efficient softwares • Less thinking 52 53 Density Functional Theory What is a functional? A function of another function: In mathematics, a functional is traditionally a map from a vector space to the field underlying the vector space, which is usually the real numbers. In other words, it is a function that takes a vector as its argument or input and returns a scalar. Its use goes back to the calculus of variations where one searches for a function which minimizes a certain functional. E = E[r(r)] E(r) = T(r) + VN-e(r) + Ve-e(r) 54 Thomas-Fermi model (1927): The kinetic energy for an electron gas may be represented as a functional of the density. It is postulated that electrons are uniformely distributed in space. We fill out a sphere of momentum space up to the Fermi value, 4/3 p pFermi3 . Equating #of electrons in coordinate space to that in phase space gives: n(r) = 8p/(3h3) pFermi3 and T(n)=c ∫ n(r)5/3 dr T is a functional of n(r). Llewellen Hilleth Thomas 1903-1992 Enrico Fermi 1901-1954 Italian nobel 1938 55 DFT Pierre C Hohenberg Kohn 1923, german-born american Two Hohenberg and Kohn theorems : The existence of a unique functional. The variational principle. Walter Kohn 1923, Austrian-born American nobel 1998 56 First theorem: on existence The first H-K theorem demonstrates that the ground state properties of a many-electron system are uniquely determined by an electron density. It lays the groundwork for reducing the many-body problem of N electrons with 3N spatial coordinates to only 3 spatial coordinates, through the use of functional of the electron density. This theorem can be extended to the time-dependent domain to develop timedependent density functional theory (TDDFT), which can be used to describe excited states. The external potential, and hence the total energy, is a unique functional of the electron density. 57 First theorem on Existence : demonstration The external potential, and hence the total energy, is a unique functional of the electron density. The proof of the first theorem is remarkably simple and proceeds by reductio ad absurdum. Let there be two different external potentials, V1 and V2 , that give rise to the same density r. The associated Hamiltonians,H1 and H2, will therefore have different ground state wavefunctions, 1 and 2, that each yield r. E1 < < 2 IH 1I 2 > = < 2 IH 2I 2 > + < 2 IH1 -H 2I 2 > = E2 + ∫ r(r)(V1(r)- V2(r))dr E2 < < 1 IH 2I 1 > = E1 + ∫ r(r)(V2(r)- V1(r))dr E1 + E2 < E1 + E2 Therefore ∫ r(r)(V1(r)- V2(r))dr=0 and V1(r) = V2(r) The electronic energy of a system is function of a single electronic density only. 58 Second theorem: Variational principle The second H-K theorem defines an energy functional for the system and proves that the correct ground state electron density minimizes this energy functional : If r(r) is the exact density, E[r(r)] is minimum and we search for r by minimizing E[r(r)] with ∫ r(r)dr = N r(r) is a priori unknown As for HF, the bielectronic terms should depend on two densities ri(r) and rj(r) : the approximation r2e(ri,rj) = ri(ri) rj(rj) assumes no coupling. 59 Kohn-Sham equations 3 equations in their canonical form: Lu Jeu Sham San Diego Born in Hong-Kong member of the National Academy of Sciences and of the Academia Sinica of the Republic of China 60 Kohn-Sham equations Equation 1: This reintroduces orbitals: the density is defined from the square of the amplitudes. This is needed to calculate the kinetic energy. 61 Kohn-Sham equations Equation 2: Using an effective potential, one has a one-body expression. The intractable many-body problem of interacting electrons in a static external potential is reduced to a tractable problem of non-interacting electrons moving in an effective potential. The effective potential includes the external potential and the effects of the Coulomb interactions between the electrons, e.g., the exchange and correlation interactions. 62 Kohn-Sham equations Equation 3: the writing of an effective single-particle potential Eeff(r) = <│Teff+Veff │ > Teff+Veff = T + Vmono + RepBi Veff = Vmono + RepBi + T – Teff Aslo a mono electronic expression Unknown except for free electron gas Veff(r) = V(r) + ∫e2r(r’)/(r-r’) dr’ + VXC[r(r)] as in HF 63 Exchange correlation functionals VXC[r(r)] This term is not known except for free electron gas: LDA EXC[r(r)] = ∫r(r) EXC(r) dr EXC[r(r)] = VXC[r(r)]/ r(r) = EXC( r) + r(r) EXC( r)/ r EXC( r) = EX( r) + EC( r) = -3/4(3/p)1/3 r(r) + EC( r) determined from Monte-Carlo 64 and approximated by analytic expressions Exchange correlation functionals SCF-Xa The introduction of an approximate term for the exchange part of the potential is known as the Xa method. VXa () = -6a(3/4 pr )1/3 r is the local density of spin up electrons and a is a variable parameter. with a similar expression for r↓ 65 Exchange correlation functionals VXC[r(r)] EXC = EXC( r) LDA or LSDA (spin polarization) EXC = EXC( r,r) GGA or GGSDA - Perdew-Wang - PBE: J. P. Perdew, K. Burke, and M. Ernzerhof EXC = EXC( r,r,Dr) metaGGA 66 Hybrid methods: B3-LYP (Becke, three-parameters, Lee-Yang-Parr) Incorporating a portion of exact exchange from HF theory with exchange and correlation from other sources : a0=0.20 ax=0.72 aC=0.80 List of hybrid methods: B1B95 B1LYP MPW1PW91 B97 B98 B971 B972 PBE1PBE O3LYP BH&H BH&HLYP BMK 67 Axel D. Becke german 1953 Robert G. Parr Chicago 1921 Chengteh Lee received his Ph.D. from Carolina in 1987 for his work on DFT and is now a senior scientist at the supercomputer company Cray, Inc. Weitao Yang Duke university USA Born 1961 in Chaozhou, China got his undergraduate degree at the University of Peking 68 DFT Advantages : much less expensive than IC or VB. adapted to solides, metal-metal bonds. Disadvantages: less reliable than IC or VB. One can not compare results using different functionals*. In a strict sense, semi-empical,not abinitio since an approximate (fitted) term is introduced in the hamiltonian. * The variational priciples applies within a given functional and not to compare them. The only test for validity is comparison with experiment, not a global energy minimum! 69 DFT good for IPs IP for Au (eV) Without f With f functions SCF 7.44 7.44 SCF+MP2 8.00 8.91 B3LYP 9.08 9.08 Experiment 9.22 Electron affinity H Exp. SCF IC B3LYP Same basis set 0.735 -0.528 0.382 0.635 70 DFT good for Bond Energies Bond energies (eV); dissociation are better than in HF Exp. HF LDA GGA B2 3.1 0.9 3.9 3.2 C2 6.3 0.8 7.3 6.0 N2 9.9 5.7 11.6 10.3 O2 5.2 1.3 7.6 6.1 F2 1.7 -1.4 3.4 2.2 71 DFT good for distances Distances (Å) Exp. HF LDA GGA B2 1.59 1.53 1.60 1.62 C2 1.24 0.8 7.3 6.0 N2 1.10 1.06 1.09 1.10 O2 1.21 1.15 1.20 1.22 F2 1.41 1.32 1.38 1.41 72 DFT polarisabilities (H2O) Distances (Å) Exp. HF LDA m 0.728 0.787 0.721 axx 9.26 7.83 9.40 axx 10.01 9.10 10.15 axx 9.62 8.36 9.75 73 DFT dipole moments (D) Distances (Å) Exp. HF LDA GGA CO -0.11 0.33 -0.17 -0.15 CS 1.98 1.26 2.11 2.01 LiH 5.83 5.55 5.65 5.74 HF 1.82 1.98 1.86 1.80 74 Jacobs’scale, increasing progress according Perdew Steps Paradise = exactitude Method Example 5th step Fully non local - Hybrid Meta GGA B1B95 Hybrid GGA B3LYP 3rd step Meta GGA BB95 2nd step GGA BLYP 1st step LDA SPWL th 4 step Earth = Hartree-Fock Theory 75