XYZ of ground-state DFT
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1 XYZ of ground-state DFT Kieron Burke and Lucas Wagner Departments of Physics and of Chemistry, University of California, Irvine, CA 92697, USA January 5-9th, 2014 Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 1 / 30
2 Outline 1 Self-interaction error 2 Including orbital effects 3 Static correlation 4 Why hybrids work for thermochemistry 5 Present-day developments Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 2 / 30
3 Outline 1 Self-interaction error 2 Including orbital effects 3 Static correlation 4 Why hybrids work for thermochemistry 5 Present-day developments Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 3 / 30
4 With local approximations, each electrons repels itself For any one-electron density n(r): E X [n] = U[n], E C [n] = 0 (N = 1) Standard functionals all unable to cancel the self-hartree energy. Real trouble is unbalanced nature of effect. Stretched H + 2 is an extreme case as local-type functionals have huge error as R. Violated by most semilocal functionals (unless artificially built in). Particularly problematic for localized and f electrons in solids. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 4 / 30
5 At the edge of all matter... To understand asymptotic behavior: Each subshell of orbitals decays with characteristic length, depending on binding In the tail of a density, most loosely bound electron dominates, so its a one-electron region. leads to severe constraint on XC potential: v XC (r) v N=1 H (r) = 1 r (r ) Also determines decay of KS potential, since nuclear and Hartree contributions cancel for a neutral system, so v S (r) v XC (r) = 1 r (r ) Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 5 / 30
6 The LDA (or GGA or hybrid) potentials decay too rapidly Accurate densities from QMC calculations: C. J. Umrigar and X. Gonze, Phys. Rev. A 50, 3827 (1994). So how come it produces a good density? Unambiguous exchange-correlation energy density K. Burke, F.G. Cruz, and K.C. Lam, J. Chem. Phys. 109, 8161 (1998). Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 6 / 30
7 Koopmans theorem is exact in KS-DFT From many-body wavefunction, can prove aymptotic decay of the density n(r) Ar β e 2Ir The KS system must reproduce this behavior exactly, but decay is determined by HOMO. So this determines KS HOMO: ɛ HOMO = I Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 7 / 30
8 As a function of N, the energy is a sequence of straight line segments R.M. Dreizler and E.K.U. Gross, Density Functional Theory (Springer-Verlag, Berlin, 1990). µ = E N { I, N Z = A, N > Z Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 8 / 30
9 The KS potential jumps suddenly as N crosses an integer When you add a tiny fraction of an electron to a system, the KS potential shifts uniformly, since before, ɛ HOMO (N) = I, but now, ɛ HOMO (N + δ) = A Thus v S (r) must jump by XC = (I A) + (ɛ HOMO ɛ LUMO ) = ɛ LUMO A Very important in DFT calculations of: molecules approaching each other, before they bond covalently. single-molecule transport if molecule is weakly bound to leads. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 9 / 30
10 The KS HOMO-LUMO gap is not the fundamental gap The fundamental gap of any system = I A (= 24.6 ev for He) The exact Kohn-Sham gap: S = ɛ HOMO ɛ LUMO (= ɛ 1s ɛ 2s = ev for He) These gaps are not the same! KS gap is typically smaller than Most notorious case: bulk Si The exact ground-state E XC [n] produces a KS gap different from the fundamental gap. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 10 / 30
11 There are sharp steps in the KS potential between separated systems Figure: Cartoon of step in KS potential between two well-separated open-shell fragments. N. T. Maitra, J. Chem. Phys. 122, (2005). Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 11 / 30
12 Energy as a function of electrons transferred for a stretched bond Figure: Total energy of separated LiH as a function of the number of electrons transferred from Li to H. What do the Kohn-Sham orbitals mean? How do atoms dissociate?, J.P. Perdew, in Density Functional Methods in Physics, edited by R.M. Dreizler and J. da Providencia (Plenum, NY, 1985), p Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 12 / 30
13 Outline 1 Self-interaction error 2 Including orbital effects 3 Static correlation 4 Why hybrids work for thermochemistry 5 Present-day developments Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 13 / 30
14 Orbital dependence Much of deficiencies in common functionals are due to their explicit local (or semi-local) density dependence. There are many effects due to discrete orbitals that are missed. Some of these effects are seriously weird, but are important to know about. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 14 / 30
15 Perdew-Zunger Self-Interaction Correction, 1981 Perdew-Zunger found a way to correct for self-interaction: E SIC HXC[n] = E HXC [n] N E HXC [ φ j 2 ] j=1 Exact for any one electron system, for both X and C Improves LDA results, especially those with strong SI error. Does not generally improve GGA or hybrid Sadly, not invariant under unitary transformation of occupied orbitals, so not a proper functional. Very useful for localized electrons, where LDA fails badly, but must choose which orbitals. For bulk system, correction vanishes if KS orbitals are used, but generally correct when orbitals are localized. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 15 / 30
16 Separated LiH with approximations and SIC Figure: Total energy of separated LiH as a function of the number of electrons transferred in various approximations. What do the Kohn-Sham orbitals mean? How do atoms dissociate?, J.P. Perdew, in Density Functional Methods in Physics, edited by R.M. Dreizler and J. da Providencia (Plenum, NY, 1985), p Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 16 / 30
17 Outline 1 Self-interaction error 2 Including orbital effects 3 Static correlation 4 Why hybrids work for thermochemistry 5 Present-day developments Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 17 / 30
18 Not so weak correlation Effect of small gaps in molecules, if they dissociate into open shells. Worsens as bond length increases, producing unbalanced error. Called static correlation as there s no analog in, eg, uniform gas. Very slight in total energy, still small in dissociation energy, but causes GGA errors of order 10 kcal/mol. Biggest effect in multiple bonds, e.g., N 2. Worst cases are Cr 2 at equilibrium, or stretched H 2. Can understand how mixing exact exchange improves energetics when static correlation is present. Explains accuracy of hybrids for bonds and transition state barriers. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 18 / 30
19 Stretched H 2 Consider H 2 as R : e.g. Yang et. al, 8 August 2008 Science 321 (5890), 792 E(R) 2E(H), R But Ψ is always a singlet, for large but finite R, have 1/2 electron of each spin on each atom. Single-reference wavefunction has one doubly-occupied molecular orbital, but Ψ becomes Heitler-London wavefunction, which is completely different. Any single-reference theory gives spin-unpolarized H atoms that are wrong in energy. Symmetry dilemma: Can allow spin-symmetry to break, and get right energetics, but then no longer a spin eigenstate. Coulson-Fischer point is R when symmetry spontaneously breaks in approximate treatment Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 19 / 30
20 Outline 1 Self-interaction error 2 Including orbital effects 3 Static correlation 4 Why hybrids work for thermochemistry 5 Present-day developments Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 20 / 30
21 Figure: Adiabatic connection curve for He in various approximations Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 21 / 30 Adiabatic connection and relation to scaling Write XC energy as integral over coupling constant, n(r) fixed: E λ XC[n] = λ 2 E XC [n 1/λ ], E XC [n] = 1 0 dλ de λ 1 XC dλ = dλ UXC[n] λ 0 D.C. Langreth and J.P. Perdew, Solid State Commun. 17, 1425 (1975). O. Gunnarsson and B.I. Lundqvist, Phys. Rev. B 13, 4274 (1976).
22 Static correlation shows up in adiabatic connection Figure: Adiabatic connection in various approximations for H 2 at 5Å. M. Fuchs, Y.-M. Niquet, X. Gonze, and K. Burke, J. Chem. Phys. 122, (2005) Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 22 / 30
23 Adiabatic connection for dissociation energy of N 2 Figure: Adiabatic decomposition of XC energy difference between N 2 and 2 N atoms You can derive the 1 4 mixing of exact exchange in PBE0. J.P. Perdew, M. Ernzerhof, and K. Burke, J. Chem. Phys. 105, 9982 (1996). Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 23 / 30
24 Outline 1 Self-interaction error 2 Including orbital effects 3 Static correlation 4 Why hybrids work for thermochemistry 5 Present-day developments Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 24 / 30
25 Meta GGA s Basic idea: If you are doing KS, you already have an indicator of non-locality, the KS kinetic energy density: Formula: where τ(r) = E XC = d 3 r f (n, n, τ) occ J 1 2 φ j 2 = positive KE density Attempt to get accuracy of hybrids without having to do HF. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 25 / 30
26 Jacob s ladder to DFT heaven (or hell?) Increasingly sophisticated and expensive density functional approximations. Z EXC = d 3 r f (n, n, τ,...) JCTC 2009 Vol. 5, Iss. 4. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 26 / 30
27 How to handle orbital-dependence in KS DFT Use the Optimized Effective Potential (Method) Way to handle orbital-dependent functionals in KS scheme, i.e., with single multiplicative KS potential Still density functionals, since orbitals uniquely determined by density Several schemes to implement, all much more expensive than regular KS-DFT Improves many properties: No self-interaction error Potentials and orbital energies much better Approximates derivative discontinuity But don t have compatible correlation! (and costs a lot to run...) Stephan Kümmel and Leeor Kronik, Rev. Mod. Phys. 80, 3 (2008) Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 27 / 30
28 What s the difference between HF and EXX? HF minimizes E X [{φ j }] over all possible wavefunctions EXX includes additional constraint of common potential (i.e., KS) Yields almost identical total energies, with HF an eensty bit lower Occupied orbital energies very similar, but big difference in unoccupied orbitals Reports of good gaps with hybrids use HF scheme mixed with KS (generalized KS scheme), so not getting a good KS gap. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 28 / 30
29 Van der Waals forces Very important for soft Coulomb matter Can show E C 6 /R 6 for large R between two fragments But GGA s use n(r) and n, so E decays exponentially with R. Many attempts to include in DFT Add empirical corections to DFT results, eg DFT-D Grimme, J. Comp. Chem. 27, 1787 (2006). Langreth and Lundquist: RPA treatment leading to explicit non-local functional. M. Dion et al, Phys. Rev. Lett. 92, (2004). Exchange hole used to get C 6. Axel D. Becke and Erin R. Johnson J. Chem. Phys. 127, (2007) LL functional now widely coded and being applied to many systems. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 29 / 30
30 Lessons from this part Self-interaction error is a nebulous error that can be somewhat cured by SIC. KS potentials have definite features (steps, decay at large r) related to line-segment nature of E(N). Some things are just not included in common functionals, e.g., dispersion forces, neutral fragmentation, etc. Good thermochemistry of hyrids can be partially rationalized using adiabatic connection. Many things are not correct. Kieron (UC Irvine) XYZ of ground-state DFT Benasque14 30 / 30
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