Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
The 17th CMD workshop Advanced study woth ES-Opt ES-Opt” “Advanced Multi-reference Multi reference DFT Koichi Kusakabe Grad. Sch. Eng. Sci, Osaka University Electronic structure of diatomic molecules Anti-bonding Bonding Non-bonding a Molecular orbital picture Heitler-London picture Known results in DFT-LDA • Molecular orbital picture is given for any inter-atomic inter atomic distance. • The stable electronic state in equilibrium is well-reproduced. Molecular orbital given by DFTLDA 0 1s bonding 2 1s ant-bonding 3 3' 2 1 1 0 3 Dependence on inter-atomic distance 3 3' 2 1 0 & 1s,2 may be constructed. 1s,1 Non-bonding Hitler-London picture a Is there any concise method to describe this dependence? Correlation effects In DFT-LDA, the Kohn-Sham orbital is determined with correlation effects included in the effective potential. The correlation effect can behave differently y depending on atomic configuration. A key is, e2 1 Exc [n] = ∫ drn(r )∫ dr' nxc (r, r') 2 r − r' 1 nxc (r, r') = n(r')∫ [gn (r, r' , λ ) − δ (r − r')]dλ Charge fluctuation! 0 = ∫ [ Ψλ : (nˆ(r ) − n(r ))(nˆ(r') − n(r')) : Ψλ / n(r )]dλ. 1 0 H2 Anti-bonding Bonding Non-bonding a Thi iis a weak This k correlation l ti li limit! it! Thi is This i a strong t correlation l ti limit! li it! O2 This picture is not true! 2s2 2p4 a S=1 ground state! This is a strong correlation limit! S=1 ground state! This is a strong correlation limit! How the multi-reference density functional theory acts? The Kohn-Sham single-particle description may be used, but may not always be reliable. So, if a simplified description allowing a multiSlater determinant is introduced, we may y use the method as another starting point. A simplest case is a DFT-LDA DFT LDA solution for a degenerate ground state. S=1, Sz=1 S=0, Sz=0 Determination D t i ti off GS may be b possible by looking at • charge-charge correlation or • variational energy. Two physical quantities specifying correlation effects Density-density correlation : FRM ( n i = ni↑ + ni↓ − ni↑ − ni↓ 2 ) 2 Variational energy : DFVT Fluctuation reference method To have a simplified description based on DFT, we need information given by another accurate electronic structure calculation. Diffusion Monte-Carlo method for electron gas ⇒ LDA, GGA Complete-Active-Space ConfigurationInteraction method ⇒ FRM to determine U. FRM : Fluctuation reference method Two Hydrogen systems H2 Molecule Hydrogen array Local fluctuation on φ1s of H2 ( n i = ni↑ + ni↓ − ni↑ − ni↓ 2 ) 2 as a function of the inter atomic distance 0.7Å n bonding = 2 .0 n bonding = 0 2 n1 s = 1 .0 n 2 1s = 0 .5 Small U regime 4.0Å n bonding = 1 .0 n bonding = 1.0 2 n1 s = 1 .0 n 1s = 0 2 Large U regime We are able to find relevant orbitals with Coulomb suppression by 1 Finding 1. Fi di an orbital bit l ( or a sett off orbitals bit l ) on which hi h fl fluctuation t ti becomes b 1. 1 2. Using a unitary transformation to have localized orbitals. Orbital fluctuation in CI calculation CAS-CI calculation for H2 by S. Yamanaka. Small U/t U ~ 0.7eV Molecular orbital limit 2 ni Heitler-London limit Large U/t U ~ 10eV In the whole range, mean occupation of 1s is 1. A test calculation of Hydrogen systems Exc[n] is given by LDA of PW91. Plane-wave expansion with the Troullier-Martins soft- pseudopotential d t ti l is i introduced i t d d for f H. H The energy cutoff for the plane-wave is 40Ry. The Th solver l off single-particle i l i l part off the h extended d d KohnK h Sham equation is given by the “opt” code. Effective Eff ti many-body b d problem bl is i solved l d by b the th exactt diagonalization with e.g. the Lanczos method. The value of U for H2 determined by FRM R f Reference calculation: l l ti CASCI method th d ffor H2 R 2 0Å R=2.0Å R=3 0Å R=3.0Å R=1.2Å The 1st method to have U by the fluctuation reference method. K. Kusakabe, et al. J. Phys.: Condens. Matter (2007). Charge density of H2 given by MRWeak correlation regime DFT R=0.6Å U is not needed. This section is Shown in the right panels. Strong correlation regime To reproduce bonding charge in correlated electron regime, we need to overcome difficulty in the single-reference description. It is achieved by using the multi-reference multi reference description as known in the Hybrid-DFT. (Cf. S. Yamanaka, et al.) R=2.0Å U is need. Variational method DFVT for MR-DFT DFT model formation PBE0+GW, PBE0+U will be refined. - It is possible to evaluate ΔE[Ψ]. Note: If DFVT is used in a space of single Slater determinant the Hartree determinant, Hartree-Fock Fock approx. approx is given given. This is natural, but not so trivial. Thanks to Dr. Maruyama & Dr. Friedlich. To understand MR MR-DFT DFT This functional contains the universal energyd density it functional f ti l F[n] F[ ] This functional should be evaluated l t d using i a multilti Slater description. Heisenberg exchange: Introduction to the localized spin model Heisenberg H i b and d Di Dirac considered id d quantum t mechanical origin of magnetic interaction ↑ ↓ -J Si ・Sj J>0 : Parallel spin configuration Ferromagnetic J<0 J 0 : Anti-parallel t pa a e spin sp co configuration gu at o Antiferromagnetic whose order of magnitude can be of the order of the Coulomb interaction. Where does J come from? Idea of restriction of the pphase space p For low-energy states, we may consider only states in a restricted phase space space. The 1s orbital of the Hydrogen atom Let’s consider the phase space spanned by spin states |1 s , , |1 s , ↑ . ↑ Atomic orbitals and molecular orbitals Atomic orbitals r1 φa (r )ξ↑ (1) † ca↑ 0 a Molecular orbitals (in LCAO) r1 r2 a b 1 (φa (r ) + φb (r ) )ξ↑ (1) 2 1 † (ca↑ + cb†↑ ) 0 2 The Heitler Heitler-London London theory of H2 A picture in the strong correlation limit!! r1 r2 r2 r1 a b a b Note that there is no doubly occupied 1s orbital in this theory. theory (3) (4) Energy of spin states Evaluation va ua o of o J: Direct ec exchange e c a ge Ferromagnetic direct exchange I. I * * * * Ferromagnetic direct exchange II. Exchange integral of two orthogonal orbitals with S=0 becomes ferromagnetic. A proof: Consider the exchange integral when S=0. I = ∫ dr1dr2 e2 φa * (r1 )φb (r1 )φb * (r2 )φa (r2 ) r1 − r2 Note that the expression below. ( ) ( ) φa * (r1 )φb (r1 ) = Re φa * (r1 )φb (r1 ) + i Im φa * (r1 )φb (r1 ) I = ∫ dr1dr2 ( 2 ) * e φa * (r1 )φb (r1 ) φa * (r2 )φb (r2 ) r1 − r2 ( ) ( ) ( ) ( ) e2 * * = ∫ dr1dr2 Re φa (r1 )φb (r1 ) × Re φa (r2 )φb (r2 ) r1 − r2 e2 * * + ∫ dr1dr2 Im φa (r1 )φb (r1 ) × Im φa (r2 )φb (r2 ) r1 − r2 To show the positivity of I, it is enough to consider an integral of real functions, e2 I = ∫ dr1dr2 Φ (r1 )Φ (r2 ) r1 − r2 Ferromagnetic direct exchange III III. Φ Φ -q). Slater determinants for a system with two electrons I. a b Slater determinants for a system with two electrons II. Multi Slater determinants Spin states in the second quantization 2-electrons in molecular orbitals The Heitler-London wf. Ionic states! The Heitler-London state v.s. the molecular orbitals bit l The true w.f. is close to a variational state with 0<α<1. α is dependent on the inter-electron interaction or choice of the model (interaction parameters etc.). The Hubbard model : I. 1. Consider a system with atomic sites. Each site is assumed to have an orbital for the conduction electrons 2 Electrons 2. El t can hop h between b t neighboring i hb i sites it by b a transfer t f integral t. 3. Two electrons coming across at a site feels a repulsive interaction U. ↑ ↑ ↓ ↓ ↑ U t ↓ The Hubbard model : II. ↑ ↓ ↑ ↓ The Hubbard model : III. The Hubbard model : IV. The Hubbard model : V. The Hubbard model : VI. 2 site Hubbard model : II. 2-site t U a 2-site Hubbard model : II. b 2-site Hubbard model : III. Crossover from weak coupling regime to strong coupling li regime i 2-site Hubbard model : IV. Note: GS is always a singlet i l state. The Hubbard gap Energy scale of the AF kinetic exchange Strong coupling regime (HL) }Singlet states Weak coupling regime (MO) T i l t states Triplet t t Concept p of the Mott insulator Electron transfer from an orbital to an occupied orbital is prohibited by the Coulomb repulsion repulsion. This leads to an insulating state. ↓ ↑ ↑ ↑ ↑ e↓ ↑ ↓ ↓ ↑ ↓ ↑ Mott gap or Hubbard gap U J The half-filled Hubbard model shows h the th Mott M tt insulating i l ti ground d state. Formation of the Mott gap in th single the i l particle ti l excitation. it ti The kinetic exchange Effective interaction at around U=∞ P ↑ ↓ Q ↑ P ↑ H eff ↓ 2t 2 = U t ↑ ↓ U ↑ ↓ ↓ ↑ ↓ 1 (S i ⋅ S j − ) ∑ 4 i, j We have another process starting from transfer of the up spin moving to the neighboring site. Antiferromagnetic Heisenberg model. Superexchange p g interaction In the transition-metal oxides, there is a structure of M-O-M (M: transition metal, O: oxygen). Along this structure, two localized spins couples via the superexchane through nonmagnetic oxygen atom. Often, Mott insulator is formed. → M has an open d-shell. M O M dx2-y2 @ M px @ O dx2-y2 @ M JAF The Kanamori-Goodenough g rule Consider description by non-orthogonalized atomic orbitals (LCAO picture) The electron transfer is possible from O to M when two neiboring orbitals are not orthogonal. The sign of exchange interaction between d and p is, Ferromagnetic if two orbitals are orthogonal with each other, Antiferromagnetic if two orbitals are not orthogonal Occupation of d-orbitals are determined by the crystal field splitting and the Hund rule. Following the above rule, we can determine the sign off superexchange in a qualitative manner. P.W. Anderson reformulated the rule using the orthogonalized Wannier basis allowing the second quantization scheme. Exanple of antiferromagnetic exchange Non-orthogonal: Non orthogonal: finite transfer J: antiferromagnetic pπ pσ (2,3) Mn2+ : 6S5/2 d 5 Non-perturbative States in excitation JAF JF (1,4) U (1) Mn2+ : 6S5/2 Non-perturbative ground d state t t d 5 M O M Various types of exchange interaction Direct exchange : (Cf. Heitler-London theory) Kinetic exchange : (Cf. the Hubbard model) Super S exchange h Double exchange RKKY interaction Anisotropic exchange interaction Dzyaloshinsky-Moriya interaction 1. Exchange interactions except for the 1st one are effective interactions. 2. Effective interactions can be derived from a model with local interactions.