Lecture 13b, February 18, 2015 Energetics, Hartree...
Transcript of Lecture 13b, February 18, 2015 Energetics, Hartree...
© copyright 2015 William A. Goddard III, all rights reservedCh125-Goddard-L13b Ch125a-Goddard-
1
Elements of Quantum Chemistry with Applications to Chemical Bonding and
Properties of Molecules and Solids
William A. Goddard, III, [email protected] Beckman Institute, x3093
Charles and Mary Ferkel Professor of Chemistry, Materials Science, and Applied Physics,
California Institute of Technology
Special Instructor: Julius Su <[email protected]>Teaching Assistants: Hai Xiao <[email protected]>
Mark Fornace <[email protected]>
Lecture 13b, February 18, 2015Energetics, Hartree Fock
Course number: Ch125a; Room 115 BIHours: 11-11:50am Monday, Wednesday, Friday
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 2
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
P. Hohenberg and W. Kohn Phys. Rev. B 76, 6062 (1964). Showed that there exists some functional of the density that gives the exact energy of the system
FHK ][
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.
Walter Kohn (1923Walter Kohn (1923--))Nobel Prize Chemistry 1998
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 3
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) d3rwhere 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) = i=1,..N A=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\
Proof of the Hohenberg-Kohn theorem
4
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 = i [- ½ i2] + ½ i≠k [1/rik].
Thus the usual Hamiltonian is H = F + VextNow 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\
The Kohn-Sham equations
5
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 [)/r12 + ʃd3r rVext() + Exc[r
Where
KE0 = i <φi| [- ½ i2 | φi> is the KE of a non-interacting electron
gas having density rThis is NOT the KE of the real system.The 2nd term is the total electrostatic energy for the density rNote that this includes the self interaction of an electron with itself.The 3rd term is the total electron-nuclear attraction termThe 4th term contains all the unknown aspects of the Density Functional
w
Slide 5
wag2 wag, 9/4/2010
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Solving the Kohn-Sham equations
6
Requiring that ʃ d3r (r) = N the total number of electrons and applying the variational principle leads to
[(r)] [E[] – ʃ d3r (r) ] = 0
where the Lagrange multiplier = E[]/ = the chemical potential
Here the notation [(r)] means a functional derivative inside the integral.
To calculate the ground state wavefunction we solve
HKS φi = [- ½ i2 + Veff(r)] φi = i φi
self consistently with (r) = i=1,N <φi|φi>
where Veff (r) = Vext (r) + J(r) + Vxc(r) and Vxc(r) = EXC[]/
Thus HKS looks quite analogous to HHF
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The Local Density Approximation (LDA)
EKS = i [<φi|- ½i2|φi >+Vext (ri)+Vxc(ri)]+½ʃʃd3r1 d3r2 [)/r12]
General form of Energy for DFT (Kohn-Sham) formulation
KE Nuclear attraction
Coulomb repulsionExchange correlation
If the density is =N/V then Coulomb repulsion leads to a total of ½(N/V)2 interactions, but it should be ½(N(N-1)/V2)Thus LDA include an extra self term that should not be presentAt the very minimum, Vxc needs to correct for this
If density is uniform then error is proportional to 1/N. since electron density is = N/V
31
xLDAx rρAρε xA = -
31
π3
43
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The Local Density Approximation (LDA)
ExcLDA[rʃ d3r XC(rr
where XC(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\
Generalized gradient approximations
9
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
cxxc EEE drρ(r),...ρ(r)ρ(r),εE xx
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
LDA exchange
10
31
xLDAx rρAρε xA = -
31
π3
43
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
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Generalized gradient approximations
11
cxxc EEE
drρ(r),...ρ(r)ρ(r),εE xx
sFερρ,ε LDAx
GGAx
34
31
2 ρπ24
ρs
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
0.0 5.0 1 0.0
Becke 88
X3LYP
PBEPW91
s
F(s) GGA functionals
2
11
232
1188B
sasinhsa1sasasinhsa1sF
d
521
1
2s100432
1191PW
sasasinhsa1seaasasinhsa1sF
2
34 a8110a ,
x3/1
642
5 A210a
a
, and d = 4.
9 = 0.0042 a4 and a5 zero 3
12
2 π48a , 21 βa6a , βA2
aa
x3/1
22
3 ,
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
adiabatic connection formalism
12
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:
1
,0xc xcE U d 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, 9982-9985.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\
Becke half and half functional
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assume a linear model ,xcU a b
take, 0
exactxc xU E the exact exchange of the KS orbitals
approximate , 1 , 1
LDAxc xcU U
partition LDA LDA LDAxc x cE E E
set ;exactxa E LDA exact
xc xb E E
Get half-and-half functional 1 12 2
exact LDA LDAxc x x cE E E E
Becke, A.D. J. Chem. Phys. (1993), 98, 1372-1377
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Becke 3 parameter functional
14
B31 2 3
LDA exact LDA GGA GGAxc xc x x x cE E c E E c E c E
Empirically modify half-and-half
where GGAxE is the gradient-containing correction terms to the LDA exchange
GGAcE is the gradient-containing correction to the LDA correlation,
1 2 3, ,c c c are constants fitted against selected experimental thermochemical data.
The success of B3LYP in achieving high accuracy demonstrates that errors of for covalent bonding arise principally from the λ 0 or exchange limit, making it important to introduce some portion of exact exchange
DFTxcE
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, 9982-9985.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\ 15
LDA: Slater exchangeVosko-Wilk-Nusair correlation, etc
GGA: Exchange: B88, PW91, PBE, OPTX, HCTH, etcCorrelations: 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: HCTHh, TPSSh, BMK, etc
Some popular DFT functionals
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 16
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, M05-2xM06, M06-2x, M06-l, M06-HF
Hybrid meta-GGAF PBE + VSXC
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Accuracy: DFT is basis for QM on catalysts
Current flavors of DFT accurate for properties of many systemsB3LYP and M06 useful for chemical reaction mechanismsProgress is being made on developing new systems
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 18
Accuracy: DFT is basis for QM on catalysts
Current flavors of DFT accurate for properties of many systemsB3LYP and M06 useful for chemical reaction mechanisms
• B3LYP and M06L perform well.• M06 underestimates the barrier.
Example: Reductive elimination of CH4 from (PONOP)Ir(CH3)(H)+Goldberg exper at 168K barrier G‡ = 9.3 kcal/mol.
G(173K)B3LYPM06M06L
0.00.00.0
10.85.811.4
(reductive elimination)
These calculations use extended basis
sets and PBF solvation
Reductive Elimination ThermochemistryH/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)B3LYPM06
0.00.0
8.79.5(reductive elimination)
4.65.3(‐bound complex)
6.45.2(site‐exchange)
Mu‐Jeng Cheng
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
M06 and B3LYP functionals both consistent with experimental barrier site exchange.
These calculations use extended basis sets and PBF solvation
Reductive Elimination Thermochemistry
• B3LYP greatly underestimates the barrier since its repulsive non‐bonding interactions underestimate the Pt‐phosphine bond strength.
• M06L performs well and M06 underestimates the barrier.
Reductive elimination of ethane from (dppe)Pt(CH3)4 was observed from 165‐205˚C in benzene by Goldberg (J . Am. Chem. Soc., Vol. 125, 2003 9444) with a barrier of G‡ = 36 kcal/mol (S‡ = 15 e.u.).
(As carbons are constrained to approach each other, the trans phosphine dissociates automatically.)
Typical validation: Metal‐oxo Oxidations
• M06 performs well• B3LYP overestimates bimolecular barriers involving bulky or
polarizable species
Experiment:M06:B3LYP:
H‡(25C)13.4 kcal/mol
11.817.1
Phosphine oxidation by (Tp)Re(O)Cl2 and (Tpm)Re(O)Cl2+ was observed from 15‐50˚C in 1,2‐dichlorobenzene by Seymore and Brown (Inorg. Chem., Vol. 39, 2000, 325):
Experiment:M06:B3LYP:
H‡(25C)17.1 kcal/mol
16.624.1
Methods matter (must use the correct flavor DFT and the correct basis set)
22
Commonly used methods (B3LYP, triple zeta basis set ) are insufficient for oxidation of main group elements. (Martin, J. Chem. Phys. 1998, 108(7), 2791.) B3LYP disfavors oxidation of main group elements by >10 kcal/mol
Experimental H (kcal/mol) ‐27‐80.1
M066311G**++
‐22.0‐70.7
B3LYP6311G**++
‐17‐58.1
M066311++G‐3df(S)‐29.2‐82.2
Bad, but typical in publications
Simple example S(CH3)2 + ½ O2 → O=S(CH3)2S(CH3)2 + O2 → (CH3)2SO2
S(CH3)2 + ½ O2 → O=S(CH3)2S(CH3)2 + O2 → (CH3)2SO2
OK
Methods matter (for reactions in polar media, must include solvation)
Phosphine oxidation by (Tp)Re(O)Cl2 and (Tpm)Re(O)Cl2+ observed from 15‐50˚C in 1,2‐dichlorobenzene Seymore and Brown; Inorg. Chem., Vol. 39, 2000, 325)
ReV Cl
N
ClN
N
O
N
NN
HB
ReV Cl
N
ClN
N
O
N
NN
HC
+1 P
Ph
Ph
Ph
ReV Cl
N
ClN
N
O
N
NN
HC
+1
P
Ph
Ph
Ph
ReV Cl
N
ClN
N
O
N
NN
HB
G
PPh3
PPh3Exper:M06:B3LYP:
H‡(25C)With solvation
17.1 16.624.1
Barrier withNo solvation
16.9
Exper:M06:B3LYP:
H‡(25C)With solvation
13.4 11.817.1
Barrier withNo solvation
2.4
Most QM publications ignore solvation or use unreliable methodsMuch larger corrections in H2O
Fundamental philosophy of First principles predictions
QM calculations on small systems ~100 atoms get accurate energies, geometries, stiffness, mechanismsFit QM to force field to describe big systems (104 -107 atoms)Fit to obtain parameters for continuum systemsmacroscopic properties based on first principles (QM) Can predict novel materials where no empirical data available.
25
Fundamental philosophy of First principles predictions
QM calculations on small systems ~100 atoms get accurate energies, geometries, stiffness, mechanismsFit QM to force field to describe big systems (104 -107 atoms)Fit to obtain parameters for continuum systemsmacroscopic properties based on first principles (QM) Can predict novel materials where no empirical data available.General Problem with DFT: bad description of vdw attraction
Graphite layers not stable with DFT
exper
26
DFT bad for all Crystals dominated by nonbond interactions (molecular
crystals)
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
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
Sublimation energy (kcal/mol/molecule)
Cell volume (angstrom3/cell) PBE 12-14% too large
PBE 85-90% too smallMost popular form of DFT for crystals – PBE (VASP software)
Reason DFT formalism not include London Dispersion (-C6/R6) responsible for van der Waals attraction. All published QM calculations on solids have this problem
27
XYG3 approach to include London Dispersion in DFTGörling-Levy coupling-constant perturbation expansion
1
,0xc xcE U d Take initial slope as the 2nd order correlation energy:
, 2, 0
0
2xc GLxc c
UU E
where
22
2ˆˆˆ1
4i xi j eeGL
cij ii j i
fE
where is the electron-electron repulsion operator, is the local exchange operator, and is the Fock-like, non-local exchange operator.
ˆee ˆxf̂
,xcU a b Substitute into with 22 GLcb E LDA exact
xc xb E E or
Combine both approaches (2 choices for b) 21 2
GL DFT exactc xc xb b E b E E
R5 21 2 3 4
LDA exact LDA GGA PT LDA GGAxc xc x x x c c cE E c E E c E c E E c E
a double hybrid DFT that mixes some exact exchange into while also introducing a certain portion of into
DFTxE
2PTcE DFT
cEcontains the double-excitation parts of 2PT
cE2GL
cE This is a fifth-rung functional (R5) using information from both occupied and virtual KS orbitals. In principle can now describe dispersion
Sum over virtual orbtials
28
Solution: extend DFT to include double excitations to virtuals get London Dispersion in DFT: use Görling-Levy expansion
R5 21 2 3 4
LDA exact LDA GGA PT LDA GGAxc xc x x x c c cE E c E E c E c E E c E
Get {c1 = 0.8033, c2 = 0.2107, c3 = 0.3211} and c4 = (1 – c3) = 0.6789
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/molbut G2 and G3 involve far higher computational cost.
where
22
2ˆˆˆ1
4i xi j eeGL
cij ii j i
fE
Problem 5th order scaling with size
Doubly hybrid density functional for accurate descriptions of nonbond interactions, thermochemistry, and thermochemical kinetics; Zhang Y, Xu X, Goddard WA; P. Natl. Acad. Sci. 106 (13) 4963-4968 (2009)
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Reaction barrier heights
19 hydrogen transfer (HT) reactions, 6 heavy-atom transfer (HAT) reactions, 8 nucleophilic substitution (NS) reactions and 5 unimolecular and association (UM) reactions.
Functional All (76) HT38 HAT12 NS16 UM10DFTXYG3 1.02 0.75 1.38 1.42 0.98M06-2x a 1.20 1.13 1.61 1.22 0.92B2PLYP 1.94 1.81 3.06 2.16 0.73M06 a 2.13 2.00 3.38 1.78 1.69M06-La 3.88 4.16 5.93 3.58 1.86B3LYP 4.28 4.23 8.49 3.25 2.02BLYP a 8.23 7.52 14.66 8.40 3.51PBEa 8.71 9.32 14.93 6.97 3.35LDAb 14.88 17.72 23.38 8.50 5.90Ab initioHFb 11.28 13.66 16.87 6.67 3.82MP2 b 4.57 4.14 11.76 0.74 5.44QCISD(T) b 1.10 1.24 1.21 1.08 0.53
Zhao and Truhlarcompiled benchmarks of accurate barrier heights in 2004 includes forward and reverse barrier heights for
Note: no reaction barrier heights used in fitting the 3 parameters in XYG3)
30
(A)
-15.00
-10.00
-5.00
0.00
5.00
10.00
15.00
20.00
25.00
30.00
3.0 4.0 5.0 6.0
Intermolecular distance
Ene
rgy
(kca
l/mol
)
BLYPB3LYPXYG3CCSD(T)SVWNHF_PT2
(C)-12.00
-9.00
-6.00
-3.00
0.00
Ec_VWNEc_B3LYPEc_LYPEc_XYG3Ec_CCSD(T)Ec_PT2
(B)
-5.00
0.00
5.00
10.00
15.00
20.00
25.00
30.00
3.0 4.0 5.0 6.0
Ex_BEx_B3LYPEx_XYG3Ex_HFEx_S
HF
HF_PT2
B3LYP
BLYP
CCSD(T)
LDA (SVWN)
A. Total Energy (kcal/mol)
Distance (A)XYG3
B. Exchange Energy (kcal/mol)
C. Correlation Energy (kcal/mol)
B
S
B3LYP
XYG3
PT2
B3LYP
LYP CCSD(T)
VWN
XYG3
Distance (A)
Conclusion: XYG3 provides excellent accuracy for London dispersion, as good as CCSD(T)
Test for London
Dispersion
31
Accuracy of QM methods for noncovalent interactions. Functional Total HB6/04 CT7/04 DI6/04 WI7/05 PPS5/05DFTM06-2x b 0.30 0.45 0.36 0.25 0.17 0.26XYG3 a 0.32 0.38 0.64 0.19 0.12 0.25M06 b 0.43 0.26 1.11 0.26 0.20 0.21M06-L b 0.58 0.21 1.80 0.32 0.19 0.17B2PLYP 0.75 0.35 0.75 0.30 0.12 2.68B3LYP 0.97 0.60 0.71 0.78 0.31 2.95PBE c 1.17 0.45 2.95 0.46 0.13 1.86BLYP c 1.48 1.18 1.67 1.00 0.45 3.58LDA c 3.12 4.64 6.78 2.93 0.30 0.35Ab initioHF 2.08 2.25 3.61 2.17 0.29 2.11MP2c 0.64 0.99 0.47 0.29 0.08 1.69QCISD(T) c 0.57 0.90 0.62 0.47 0.07 0.95
HB: 6 hydrogen bond complexes,
CT 7 charge-transfer complexes
DI: 6 dipole interaction complexes, WI:7 weak interaction complexes,
PPS: 5 stacking complexes.
WI and PPS dominated by London dispersion.
Note: no noncovalent complexes used in fitting the 3 parameters in XYG3)
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Accuracy (kcal/mol) of various QM methods for predicting standard enthalpies of formation
Functional MAD Max(+) Max(-)DFTXYG3 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)Ab initioHFa 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)G2(1 empirical parm) 1.88 7.2 (SiF4) -9.4 (C2F6)
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-5.00
0.00
5.00
10.00
15.00
20.00
25.00
30.00
-2.00 -1.50 -1.00 -0.50 0.00 0.50 1.00 1.50 2.00 2.50
Reaction coordinate
Ener
gy (k
cal/m
ol)
HFHF_PT2XYG3CCSD(T)B3LYPBLYPSVWN
HF
HF_PT2 SVWNB3LYP
BLYP
XYG3CCSD(T)
SVWN
H + CH4 H2 + CH3
Reaction Coordinate: R(CH)-R(HH) (in Å)
Ene
rgy
(kca
l/mol
)Comparison of QM methods for reaction surface of
H + CH4 H2 + CH3
34
Solution: XYGJ-OS methodinclude excitations to virtual orbitals in order to describe
London Dispersion in DFTthis goes beyond using just density (occupied orbtials)
XYGJ- OS 22 ,1HF S VWN LYP PT
xc x x x x VWN c LYP c PT c osE e E e E e E e E e E
Get {ex, eVWN, eLYP, ePT2} ={0.7731,0.2309, 0.2754, 0.4364}.
include only opposite spin and only local contributions
A fast doubly hybrid density functional method close to chemical accuracy: XYGJ-OS
Igor Ying Zhang, Xin Xu, Yousung Jung, William A. Goddard IIIPNAS 108 : 19896 (2011)
Density Functional Theory errors kcal/mol)
35
LDA 130.88 15.2Include density gradient (GGA)BLYP 10.16 7.9PW91 22.04 9.3PBE 20.71 9.1Hybrid: include HF exchangeB3LYP 6.08 4.5PBE0 5.64 3.9Include KE functional fit to barriers and complexesM06-L 5.20 4.1M06 3.37 2.2M06-2X 2.26 1.3
atomize barrierPopular with physicists
Popular with physicists
Popular with chemists
Include excitations to virtualsXYGJ-OS 1.81 1.0G3 (cc) 1.06 0.9
The level needed for reliable predictions
36
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)
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
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
Sublimation energy (kcal/mol/molecule)
Cell volume (angstrom3/cell) PBE-lg 0 to 2% too small, thermal expansion
PBE-lg 3 to 5% too high (zero point energy)
37
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)
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
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
Sublimation energy (kcal/mol/molecule)
Cell volume (angstrom3/cell) PBE-lg 0 to 2% too small, thermal expansion
PBE-lg 3 to 5% too high (zero point energy)
Universal Correction of Density Functional Theory to Include
London Dispersion (up to Lr, Element 103)
Hyungjun Kim, Jeong-Mo Choi, and William A. Goddard, III
J. Phys. Chem. Lett. 2012, 3, pp 360–363
Equation of States of Benzene Crystal
PBE-ulg predicts the correct cold-compression curve.
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Fundamental problem in standard DFT methods
39
Use QM calculations on small systems ~100 atoms get accurate energies, geometries, stiffnessFit QM to force field to describe big systems (104 -107 atoms)Fit to obtain parameters for continuum systemsmacroscopic 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
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
XYG3 approach to include London Dispersion in DFTGörling-Levy coupling-constant perturbation expansion
40
1
,0xc xcE U d Take initial slope as the 2nd order correlation energy:
, 2, 0
0
2xc GLxc c
UU E
where
22
2ˆˆˆ1
4i xi j eeGL
cij ii j i
fE
where is the electron-electron repulsion operator, is the local exchange operator, and is the Fock-like, non-local exchange operator.
ˆee ˆxf̂
,xcU a b Substitute into with 22 GLcb E LDA exact
xc xb E E or
Combine both approaches (2 choices for b) 21 2
GL DFT exactc xc xb b E b E E
R5 21 2 3 4
LDA exact LDA GGA PT LDA GGAxc xc x x x c c cE E c E E c E c E E c E
a double hybrid DFT that mixes some exact exchange into while also introducing a certain portion of into
DFTxE
2PTcE DFT
cEcontains the double-excitation parts of 2PT
cE2GL
cE This is a fifth-rung functional (R5) using information from both occupied and virtual KS orbitals. In principle can now describe dispersion
Sum over virtual orbtials
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Final form of XYG3 DFT
41
R5 21 2 3 4
LDA exact LDA GGA PT LDA GGAxc xc x x x c c cE E c E E c E c E E c E
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) = 0.6789Use 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/molbut G2 and G3 involve far higher computational cost.
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Thermochemical accuracy with size
42
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\
Accuracy (kcal/mol) of various QM methods for predicting standard enthalpies of formation
43
Functional MAD Max(+) Max(-)DFTXYG3 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)Ab initioHFa 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)G2(1 empirical parm) 1.88 7.2 (SiF4) -9.4 (C2F6)
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Comparison of QM methods for reaction surface ofH + CH4 H2 + CH3
44
-5.00
0.00
5.00
10.00
15.00
20.00
25.00
30.00
-2.00 -1.50 -1.00 -0.50 0.00 0.50 1.00 1.50 2.00 2.50
Reaction coordinate
Ener
gy (k
cal/m
ol)
HFHF_PT2XYG3CCSD(T)B3LYPBLYPSVWN
HF
HF_PT2 SVWNB3LYP
BLYP
XYG3CCSD(T)
SVWN
H + CH4 H2 + CH3
Reaction Coordinate: R(CH)-R(HH) (in Å)
Ene
rgy
(kca
l/mol
)
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Reaction barrier heights
45
19 hydrogen transfer (HT) reactions, 6 heavy-atom transfer (HAT) reactions, 8 nucleophilic substitution (NS) reactions and 5 unimolecular and association (UM) reactions.
Functional All (76) HT38 HAT12 NS16 UM10DFTXYG3 1.02 0.75 1.38 1.42 0.98M06-2x a 1.20 1.13 1.61 1.22 0.92B2PLYP 1.94 1.81 3.06 2.16 0.73M06 a 2.13 2.00 3.38 1.78 1.69M06-La 3.88 4.16 5.93 3.58 1.86B3LYP 4.28 4.23 8.49 3.25 2.02BLYP a 8.23 7.52 14.66 8.40 3.51PBEa 8.71 9.32 14.93 6.97 3.35LDAb 14.88 17.72 23.38 8.50 5.90Ab initioHFb 11.28 13.66 16.87 6.67 3.82MP2 b 4.57 4.14 11.76 0.74 5.44QCISD(T) b 1.10 1.24 1.21 1.08 0.53
Zhao and Truhlarcompiled benchmarks of accurate barrier heights in 2004 includes forward and reverse barrier heights for
Note: no reaction barrier heights used in fitting the 3 parameters in XYG3)
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 46
(A)
-15.00
-10.00
-5.00
0.00
5.00
10.00
15.00
20.00
25.00
30.00
3.0 4.0 5.0 6.0
Intermolecular distance
Ene
rgy
(kca
l/mol
)
BLYPB3LYPXYG3CCSD(T)SVWNHF_PT2
(C)-12.00
-9.00
-6.00
-3.00
0.00
Ec_VWNEc_B3LYPEc_LYPEc_XYG3Ec_CCSD(T)Ec_PT2
(B)
-5.00
0.00
5.00
10.00
15.00
20.00
25.00
30.00
3.0 4.0 5.0 6.0
Ex_BEx_B3LYPEx_XYG3Ex_HFEx_S
HF
HF_PT2
B3LYP
BLYP
CCSD(T)
LDA (SVWN)
A. Total Energy (kcal/mol)
Distance (A)XYG3
B. Exchange Energy (kcal/mol)
C. Correlation Energy (kcal/mol)
B
S
B3LYP
XYG3
PT2
B3LYP
LYP CCSD(T)
VWN
XYG3
Distance (A)
Conclusion: XYG3 provides excellent accuracy for London dispersion, as good as CCSD(T)
Test for London
Dispersion
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Accuracy of QM methods for noncovalent interactions.
47
Functional Total HB6/04 CT7/04 DI6/04 WI7/05 PPS5/05DFTM06-2x b 0.30 0.45 0.36 0.25 0.17 0.26XYG3 a 0.32 0.38 0.64 0.19 0.12 0.25M06 b 0.43 0.26 1.11 0.26 0.20 0.21M06-L b 0.58 0.21 1.80 0.32 0.19 0.17B2PLYP 0.75 0.35 0.75 0.30 0.12 2.68B3LYP 0.97 0.60 0.71 0.78 0.31 2.95PBE c 1.17 0.45 2.95 0.46 0.13 1.86BLYP c 1.48 1.18 1.67 1.00 0.45 3.58LDA c 3.12 4.64 6.78 2.93 0.30 0.35Ab initioHF 2.08 2.25 3.61 2.17 0.29 2.11MP2c 0.64 0.99 0.47 0.29 0.08 1.69QCISD(T) c 0.57 0.90 0.62 0.47 0.07 0.95
HB: 6 hydrogen bond complexes,
CT 7 charge-transfer complexes
DI: 6 dipole interaction complexes, WI:7 weak interaction complexes,
PPS: 5 stacking complexes.
WI and PPS dominated by London dispersion.
Note: no noncovalent complexes used in fitting the 3 parameters in XYG3)
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Problem
48
1
,0xc xcE U d Take initial slope as the 2nd order correlation energy:
, 2, 0
0
2xc GLxc c
UU E
where
22
2ˆˆˆ1
4i xi j eeGL
cij ii j i
fE
where is the electron-electron repulsion operator, is the local exchange operator, and is the Fock-like, non-local exchange operator.
ˆee ˆxf̂
Sum over virtual orbtials
XYG3 approach to include London Dispersion in DFTGörling-Levy coupling-constant perturbation expansion
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
XYGJ-OS and XYGJ-OS
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
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
49
XYGJ- OS 22 ,1HF S VWN LYP PT
xc x x x x VWN c LYP c PT c osE e E e E e E e E e E
Get {ex, eVWN, eLYP, ePT2} ={0.7731,0.2309, 0.2754, 0.4364}.
include only opposite spin & only local contributions N**3 scaling
A fast doubly hybrid density functional method close to chemical accuracy: XYGJ-OS
Igor Ying Zhang, Xin Xu, Yousung Jung, WAGPNAS (2011) in press
Xin Xu
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 50
0.0
40.0
80.0
120.0
160.0
200.0
0 20 40 60 80 100 120alkane chain length
CP
U (
hour
s)
XYG4-LOS
XYG4-OS
B3LYP
XYG3
Timings XYGJ-OS and XYGJ-LOS for long alkanes
XYG4-OS
XYG4-LOSB3LYP
XYG3
XYGJ-OS
XYGJ-LOS
XYGJ-LOS
XYGJ-OS
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Accuracy of Methods (Mean absolute deviations MAD, in eV)
51
HOF IP EA PA BDE NHTBH HTBH NCIE All Methods
(223) (38) (25) (8) (92) (38) (38) (31) (493) DFT methods SPL (LDA) 5.484 0.255 0.311 0.276 0.754 0.542 0.775 0.140 2.771BLYP 0.412 0.200 0.105 0.080 0.292 0.376 0.337 0.063 0.322PBE 0.987 0.161 0.102 0.072 0.177 0.371 0.413 0.052 0.562TPSS 0.276 0.173 0.104 0.071 0.245 0.391 0.344 0.049 0.250 B3LYP 0.206 0.162 0.106 0.061 0.226 0.202 0.192 0.041 0.187PBE0 0.300 0.165 0.128 0.057 0.155 0.154 0.193 0.031 0.213M06-2X 0.127 0.130 0.103 0.092 0.069 0.056 0.055 0.013 0.096XYG3 0.078 0.057 0.080 0.070 0.068 0.056 0.033 0.014 0.065XYGJ-OS 0.072 0.055 0.084 0.067 0.033 0.049 0.038 0.015 0.056 MC3BB 0.165 0.120 0.175 0.046 0.111 0.062 0.036 0.023 0.123B2PLYP 0.201 0.109 0.090 0.067 0.124 0.090 0.078 0.023 0.143Wavefunction based methods HF 9.171 1.005 1.148 0.133 0.104 0.397 0.582 0.098 4.387MP2 0.474 0.163 0.166 0.084 0.363 0.249 0.166 0.028 0.338G2 0.082 0.042 0.057 0.058 0.078 0.042 0.054 0.025 0.068G3 0.046 0.055 0.049 0.046 0.047 0.042 0.054 0.025 0.046HOF = heat of formation; IP = ionization potential, EA = electron affinity, PA = proton affinity, BDE = bond dissociation energy, NHTBH, HTBH = barrier heights for reactions, NCIE = the binding in molecular clusters
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Comparison of speeds
52
All Time (493) C100H202 C100H100
2.771 0.322 0.562 0.250 0.187 2.8 12.3 0.213 0.096 0.065 200.0 81.4 0.056 7.8 46.4 0.123 0.143
Methods
DFT methods SPL (LDA)
BLYP
PBE
TPSS B3LYP
PBE0
M06-2X
XYG3
XYGJ-OS
MC3BB
B2PLYP
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Density Functional Theory errors kcal/mol)
53
LDA 130.88 15.2Include density gradient (GGA)BLYP 10.16 7.9PW91 22.04 9.3PBE 20.71 9.1Hybrid: include HF exchangeB3LYP 6.08 4.5PBE0 5.64 3.9Include KE functional fit to barriers and complexesM06-L 5.20 4.1M06 3.37 2.2M06-2X 2.26 1.3
atomize barrierPopular with physicists
Popular with physicists
Popular with chemists
Include excitations to virtualsXYGJ-OS 1.81 1.0G3 (cc) 1.06 0.9
Accuracy needed for predictions
More rigorous foundation
No exact exchange, fastwag uses for catalysis
Does well not well founded
G3 CC (4 semiempirical parameters) cannot be used for potential curves
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 54
0.01.02.03.04.05.06.07.08.09.0
10.0
B3LY
P
M06
M06-
2x
M06-
L
B2PL
YP
XYG3
XYG4
-OS G2 G3
MAD
(kca
l/mo
l)
G2-1
G2-2
G3-3
Heats of formation (kcal/mol)
Large molecules
small molecules
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 55
0.0
5.0
10.0
15.0
20.0
25.0
B3LY
P
BLYP PBE
LDA HF MP2
QCIS
D(T)
XYG3
XYG4
-OS
MAD
(kca
l/mo
l)
HAT12
NS16
UM10
HT38
Reaction barrier heights (kcal/mol)
Truhlar NHTBH38/04 set and HTBH38/04 set
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 56
0.0
1.0
2.0
3.0
4.0
5.0
6.0
7.0
8.0
B3LY
P
BLYP PBE
LDA HF MP2
QCIS
D(T)
XYG3
XYG4
-OS
MAD
(kca
l/mo
l)
HB6
CT7
DI6
WI7
PPS5
Nonbonded interaction (kcal/mol)
Truhlar NCIE31/05 set
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Comparison of QM methods for reaction surface of H + CH4 H2 + CH3
57-5.00
0.00
5.00
10.00
15.00
20.00
25.00
30.00
-2.00 -1.50 -1.00 -0.50 0.00 0.50 1.00 1.50 2.00 2.50
Reaction coordinate
Ener
gy (k
cal/m
ol)
HFHF_PT2XYG3CCSD(T)B3LYPBLYPSVWN
HF
HF_PT2 SVWNB3LYP
BLYP
XYG3CCSD(T)
SVWN
H + CH4 H2 + CH3
Reaction Coordinate: R(CH)-R(HH) (in Å)
Ene
rgy
(kca
l/mol
)
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
DFT-ℓg for accurate Dispersive Interactions for Full Periodic Table
58
Hyungjun Kim, Jeong-Mo Choi, William A. Goddard, III1Materials 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\
Current challenge in DFT calculation for energetic Current challenge in DFT calculation for energetic materialsmaterials
59
• 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‐OS solves this problem but much slower than standard methods
• DFT‐low gradient (DFT‐lg) model accurate description of the long‐range1/R6 attraction of the London dispersion but at same cost as standard DFT
Nlg,
lg 6 6,
- ij
ij i j ij eij
CE
r dR
DFT D DFT dispE E E
C6 single parameter from QM-CCd =1Reik = Rei + Rek (UFF vdW radii)
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 60
PBE-lg for benzene dimer
T‐shaped Sandwich Parallel‐displaced
PBE-lg parameters
Nlg,
lg 6 6,
- ij
ij i j ij eij
CE
r dR
Clg-CC=586.8, Clg-HH=31.14, Clg-HH=8.691
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 2550–2555
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 61
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 GpaZero pressure volume change: PBE: 35.0%; PBE-lg: 2.8%Heat of sublimation at 0 K: Exp:11.295 kcal/mol; PBE: 0.913; PBE-lg: 6.762
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 62
DFT-lg description for graphite
graphite has AB stacking (also show AA eclipsed graphite)
Exper E 0.8, 1.0, 1.2
Exper c 6.556
PBE-lg
PBE
Bin
ding
ene
rgy
(kca
l/mol
)
c lattice constant (A)
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Universal PBE-ℓg Method
63
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 (H-Lr) 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\ 64
blg Parameter Modifies Short-range Interactions
blg =1.0 blg =0.7
12‐6 LJ potential (UFF parameter)
lg potentiallg potential
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\
DFT D DFT dispE E E
Reik = Rei + Rek (UFF vdW radii)
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
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Universal low gradient (ulg) method for DFT-ulg
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=103UFF has two vdw parameters: D0 and R0 per atom based on•atomic polarizability from HF QM•ionization potential from experiment•atom size from experiment
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
ulg strategy: base C6 term in DFT-ulg on the C6 from UFF
wag962. Universal Correction of Density Functional Theory to Include London Dispersion (up to Lr, Element 103); HJ Kim, JM Choi, wag; J. Phys. Chem. Lett. 2012, 3, 360−363
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Universal low gradient (ulg) method
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),
ulg method: use van der Waal’s parameters from Universal Force-Field
With 1 parameter, DFT-ulg defined for Z=1 to 103
UFF vdw terms (up to Lr, Z=103) DFT-ulg
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
DFT-ulg fit a single parameter slg to benzene dimer CCSD(T)Get Slg = 0.7012
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 69
Parameter OptimizationImplemented in VASP 5.2.11
0.7012
0.6966
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
70
Validation: C6 parameters for lg fit to PBE for benzene dimer does excellent job on crystals
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
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
Sublimation energy (kcal/mol/molecule)
Cell volume (angstrom3/cell) PBE-lg 0 to 2% too small, thermal expansion
PBE-lg 3 to 5% too high (zero point energy)
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Crystals: Polyaromatic Hydrocarbons
V0 (Å3) Sublimation E (kcal/mol)
Compres.B0 (GPa)
PBE 511.8 1.05 1.3PBE-ulg 452.1 12.81 8.8
PBE-Grimme 420.3 13.33 10Exp. 461.8 11.3 ~8
Heat Vapor. PBE PBE-ulg Exp.Naphthalene 0.89 18.93 18.4‐23.5Anthracene 1.75 25.80 24.6‐30.0
Phenantracene 1.52 24.39 23.6‐26.5
Benzene crystal:
Volume PBE PBE-ulg Exp.Naphthalene 380.2 344.4 342.3Anthracene 515.5 451.6 455.2
Phenantracene 524.5 461.7 459.5
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Equation of States of Benzene Crystal
PBE-ulg predicts the correct cold-compression 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/molPBE-Grimme: 1.01 kcal/molvdw-DF: 0.59 kcal/mol (lundqvist, PRL 2004)
8 dispersion dominated MAEPBE-ulg: 1.26 kcal/molPBE-Grimme: 0.58 kcal/molvdw-DF: 1.86 kcal/mol
Overall:PBE-ulg: 0.70 kcal/molPBE-Grimme: 0.65 kcal/molvdw-DF: 1.20 kcal/molXYGJ-OS: 0.46 kcal/mol
Mean average error (MAE)PBE-ulg: 0.22 kcal/molPBE-Grimme: 0.38 kcal/molvdw-DF: 1.06 kcal/mol
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Big Challenge for DFT
74
Proper description of spin statesOrganometallic reaction barriers depend strongly on spinAntiferromagnetsCuprate superconductorsGround 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\
Ground state configurations for group 10
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Ni Pd Pt
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 J. J. Low and W. A. Goddard III; Organometallics 5, 609 (1986)
Exper GVB-CI HF Exper GVB-CI HF Exper GVB-CI HF
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Ab initio methods Ni atom (all electron)
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method s1d9 (3D) s0d10 (1s) Ni atomexper -0.69 39.43HF(wag 1986) 15.30 114.80HF(G3 basis, Yu 2012) 1.72 55.17HF (numerical nonrelativistic) 29.29 126.14 Cowan-GriffinHF (numerical relativistic) 37.59 139.29 Cowan-GriffinGVB-CI (wag 1986) -14.20 26.20MP2(G3 basis, Yu 2012) -30.92 -44.60 using s2d8 stateCCSD(G3 basis, Yu 2012) not conv 47.07 using s2d8 state
Basis set issues
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\
Compare DFT methods Ni atom (all electron)
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method s1d9 (3D) s0d10 (1s)exper -0.69 39.43HF(G3 basis, Yu 2012) 1.72 55.17GVB-CI (wag 1986) -14.20 26.20PBE(G3 basis, Yu 2012) -12.30 29.37PBE0(G3 basis, Yu 2012) -9.18 85.06B3LYP(G3 basis, Yu 2012) -9.11 22.65M06-L(G3 basis, Yu 2012) 36.92 -51.31M06(G3 basis, Yu 2012) -10.33 19.43M06-HF(G3 basis, Yu 2012) -14.01 49.11M06-2X(G3 basis, Yu 2012) -3.59 48.36XYGJ-OS (G3 basis, Yu 2012) 0.03 -2.12
Highlight s1d9 < 3 kcal/mols0d10 <10 kcal/mol
Need to use multiple spin states in DFT optimization
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
Pt atom using LANL Core Effective Potential
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method s0d10 (1s) s2d8 (3F) Pt atomexper 11.07 14.76HF(wag 1986) 31.40 8.40HF(Yu 2012) 25.41 5.95HF (numerical nonrelativistic) -32.52 75.64 Cowan-GriffinHF (numerical relativistic) 20.75 9.22 Cowan-GriffinGVB-CI (wag 1986) 12.20 14.20PBE(Yu 2012) 14.39 -0.05PBE0(Yu 2012) 15.03 9.08B3LYP(Yu 2012) 14.67 6.84M06-L(Yu 2012) 14.01 0.86M06(Yu 2012) 0.40 19.17M06-HF(Yu 2012) 24.95 21.07M06-2X(Yu 2012) 11.72 15.24XYGJ-OS na na
Yu basis: LACV3P**++f,
Highlight s2d8 < 2 kcal/mols0d10 <2 kcal/mol
Ground state s1d9 (3D)
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 79
method s1d9 (3D) s2d8 (3F) Pd atomexper 21.91 77.94HF(wag 1986) -12.70 41.80HF(Yu 2012) 1.72 55.17HF (numerical nonrelativistic) -17.29 86.71 Cowan-GriffinHF (numerical relativistic) 2.30 50.50 Cowan-GriffinGVB-CI (wag 1986) 19.60 82.20MP2 13.41 5.43CCSD 16.83 0.92PBE( Yu 2012) 9.43 67.17PBE0(Yu 2012) 19.99 88.40B3LYP(Yu 2012) 19.98 84.79M06-L(Yu 2012) 30.66 97.18M06( Yu 2012) 38.63 114.45M06-HF(Yu 2012) 10.09 89.50M06-2X(Yu 2012) 26.07 97.61XYGJ-OS na naYu basis:LACVP in Qchem
Pd atom using LANL
Core Effective Potential
Highlight s1d9 < 3 kcal/mols2d8 <5 kcal/mol
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\
States for Ni d8 atom (real orbitals)
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Hole type expHF PBE PBE0 B3LYP M06-L M06 M06-HF M06-2X
z2, x2-y2 σδ 0 0 0 0 0 0 0 0 0
xy, z2 σδ 0 0 0.08 0.06 0.05 -0.42 -0.27 -0.53 -0.83xz, yz ππ 9.004 11.3 10.2 10.4 10.25 16.22 10.4 -7.93 4.13
xz, x2-y2 πδ 9.004 11.6 9.39 9.79 9.8 13.17 7.5 0.52 6.05yz, x2-y2 πδ 9.004 11.6 9.39 9.79 9.8 13.17 7.5 0.52 6.05xz, xy πδ 9.004 11.6 10.4 10.5 10.42 16.38 10.5 -7.7 4.29yz, xy πδ 9.004 11.6 10.4 10.5 10.42 16.38 10.5 -7.7 4.29xz, z2 σπ 27.01 34.3 26.6 28.2 28.33 35.85 18.1 10.28 19.9yz, z2 σπ 27.01 34.3 26.6 28.2 28.33 35.85 18.1 10.28 19.9
xy, x2-y2 δδ 36.02 45.4 36.7 38.3 38.44 48.36 23.8 14.84 26.92ok exc exc exc ok
Bottom line: for transition metal systems, current levels of DFTbased on foundation of sand: must address in next generation DFT
Lecture 1Ch121a-Goddard-L01 © copyright 2012 William A. Goddard III, all rights reserved\ 81Lecture 1Lecture 2
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\ 82Lecture 1Lecture 2
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\ 83Lecture 1Lecture 2
• Software packages– Jaguar– GAMESS– TurboMol– Gaussian– Spartan/Titan– HyperChem– ADF