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Representing molecules as atomic‐scale electrical 
    circuits with fluctuating‐charge models

                                           +                 +

                                           ‐                 ‐


                                               q1            q2



                            Jiahao Chen
             Department of Chemistry and Beckman Institute
               University of Illinois at Urbana‐Champaign
                    APS Meeting P19.5, 2007‐03‐07
  Acknowledgments                          Funding
  •Todd Martínez                           •NSF DMR‐03 25939 ITR
  •Martínez Group members                  •DOE DE‐FG02‐05ER46260
Polarization and charge transfer in 
         molecular mechanics (MM)
    • Want to describe both polarization and charge 
      transfer with reasonable computational cost
    • Common models to describe polarization:
         – Charge‐on‐spring/Drude oscillator, e.g. Drude (1902)
         – Point‐polarizable dipole, e.g. Vesely (1977)
         – Chemical potential equilibration (CPE), a.k.a. 
           fluctuating‐charge: Rappé and Goddard (1991); Rick, 
           Stuart and Berne (1994)
    • Only CPE models can account for both effects

P. Drude, The Theory of Optics, Longmans, Green and Co., New York (1902); F.J. Vesely, 
J. Comp. Phys. 24 (1977), 361‐371;  A. K. Rappé, W. A. Goddard, III, J. Phys. Chem. 95
(1991), 3358‐3363; S. W. Rick, S. J. Stuart, B. J. Berne, J. Chem. Phys. 101 (1994), 6141‐6156.
A simple DC circuit


DC source +   capacitor
        V            C
          ‐



              ground
               0 V
A simple DC circuit
                                    What is the charge q on C?
                                        energy depleted   energy gain
                                        from DC source    of capacitor
 DC source +   capacitor   charge
         V
           ‐
                      C    q         E = −qV + 1 C −1 q 2
                                               2
                                    ∂E          −1
                                       = −V + C q = 0
               ground               ∂q
                0 V                 ∴q =VC
   This Hamiltonian approach works for molecules too:
fluctuating‐charge/electronegativity equilibration models
CPE models: The QEq model
QEq model for a diatomic molecule
                                                              source capacitance
                                                               term     term
electronegativity                                           X           1 2
                    +                   +
            χ1                                χ2
                                                   E   =      qi χi + ηi qi
                                                          i
                                                                        2
                    ‐                   ‐
                         Coulomb                            1X              Coulomb
                        interaction
                                                         +         qi qj Jij term
     chemical                                               2
     hardness η q            J12                   ∂E           i6=j
               1 1                    η2 q2            =μ
                                                   ∂qi


                 chemical
                           μ
                 potential


A. K. Rappé, W. A. Goddard III, J. Phys. Chem. 95 (1991), 3358‐3363.
QEq: wrong NaCl dissociation
        1.0
                    q/e                    equilibrium geometry
        0.9

        0.8
                    +     +
        0.7         ‐     ‐

        0.6

        0.5                                                             QEq
        0.4                                                               QEq, R → ∞
        0.3                                                                +                 +
                                                                           ‐       J12 → 0   ‐
        0.2

        0.1
                                             ab initio DMA0
                                          CASSCF(8/5)/6‐31G*
        0.0
              0.0             1.0   2.0      3.0    4.0    5.0    6.0      7.0   R/Å   8.0




DMA0 = distributed multipole analysis restricted to point charges only
CASSCF = complete active space self‐consistent field method
The QTPIE model: Motivation
                                                                   X
 1. Introduce charge transfer variables                     qi =       pji
                  X        1 2 X                           j
       EQEq   =    qi χi + ηi qi +        qi qj Jij
                 i
                           2
                                     i6=j
                X           X1                   1X
              =    pji χi +       ηi pji pki +      pki plj Jij
                ij
                                2                2
                                 ijk                     ijkl

 2. Introduce overlap integral: explicit notion of distance
                  X                    X1                   1X
    EQTPIE    =         pji χi Sij +           ηi pji pki +    pki plj Jij
                   ij
                                             2              2
                                       ijk                  ijkl
    ∂EQTPIE
            =0
      ∂pji



J. Chen, T. J. Martínez, Chem. Phys. Lett., in press.
QTPIE: Correct NaCl asymptote
      1.0

      0.9
                  q/e               equilibrium geometry

      0.8

      0.7

      0.6

      0.5                                                        QEq
      0.4

      0.3
                                                                 QTPIE
      0.2

      0.1
                                                                 ab initio
      0.0
            0.0         1.0   2.0     3.0    4.0     5.0   6.0         7.0   R/Å   8.0




QTPIE prediction improved over QEq without reoptimizing
   parameters, but variation is still slower than ab initio
Water fragments correctly
        • Asymmetric dissociation: correct asymptotics, charge 
          transfer on OH fragment retained
1.0
         q/e    equilibrium geometry


                                     ab initio                     R
0.5
                         QEq
                                                                                   R/Å
                     QTPIE
0.0
       0.5     1.0       1.5   2.0       2.5     3.0   3.5   4.0       4.5   5.0     5.5


‐0.5




‐1.0
Water parameters transferable
1.0        • Parameters transferable across geometries
           q/e                                                          1.0
                                                                                   q/e
0.8
                                                   O         H          0.8
0.6                                                                                                                               O   H
                                                         H              0.6
0.4
                                                                        0.4
                                                                                                                              H
                 DMA
0.2                                                                     0.2         DMA
0.0                                                              QEq 0.0                                                                  QEq
                                                         R/Å     QTPIE                                                                R/Å QTPIE
‐0.2 0.5           1.5     2.5         3.5         4.5
                                                                 QTPIE‐0.2 0.5      1.0   1.5   2.0   2.5   3.0   3.5   4.0       4.5   5.0
                                                                                                                                          QTPIE
‐0.4                                                             DMA ‐0.4                                                                 DMA
‐0.6                                                                    ‐0.6

‐0.8                                                             QEq    ‐0.8                                                              QEq
‐1.0                                                                    ‐1.0
1.0                                                                      1.0
           q/e                                                                     q/e
0.8                                                                      0.8
                                             O       H                                                                            O   H
0.6                                                                      0.6                                              H
0.4                                          H                           0.4

0.2
                 DMA                                                     0.2         DMA
0.0                                                          QEq         0.0                                                              QEq
                                                   R/Å       QTPIE                                                                    R/Å QTPIE
‐0.2 0.5          1.5    2.5     3.5         4.5                        ‐0.2 0.5    1.0   1.5   2.0   2.5   3.0   3.5   4.0       4.5   5.0
                                                                                                                                          QTPIE
                                                             QTPIE
‐0.4                                                         DMA        ‐0.4
                                                                                                                                          DMA
‐0.6                                                                    ‐0.6

‐0.8                                                         QEq        ‐0.8                                                              QEq
‐1.0                                                                    ‐1.0
Dipole polarizability of phenol
  • Response of dipole moment to external electric 
    field



  • QTPIE: overestimates less than QEq
           QEq     QTPIE      ab initio*
      x 24.6244     13.0298     13.6758
      y 20.3270     10.7566     12.3621
      z   0.0000    0.0000       6.9981    (ų)


*ab initio method: MP2/aug‐cc‐pVDZ
Conclusions
• Fluctuating‐charge models are analogous to DC 
  electrical circuits
• QTPIE (our new charge model) predicts correct 
  dissociation behavior of atomic charges
• Explicit distance cutoff for electronegativities
  improves qualitative behavior




               Thank You
QEq v. ab initio charges
1.2
            q/e



                                     equilibrium geometry
1.0




0.8


                                                                              QEq
0.6

                                        Mulliken
                         ab initio
0.4                                         DMA
                         charges
                                     Ideal dipole

0.2




0.0
      0.0         1.0         2.0        3.0        4.0     5.0   6.0   7.0   R/Å   8.0
QEq1, a fluctuating charge model
    • Given geometry, find charge distribution
                     energy to charge atom      Coulomb interaction
                                                                                   q1
                                                                         q2


                                                                              q3


    • Minimization with fixed total charge                          q4                  q5
      defines Lagrange multiplier μ




1. A. K. Rappe, W. A. Goddard III, J. Phys. Chem. 95 (1991) 3358‐3363.
QTPIE: charge transfer with 
 polarization current equilibration
• Shift focus to charge transfer variables pji:
   – Charge accounting: where it came from, where it’s 
     going                                         p      12




                                                    p23


                                                          p34
                                                            p45

   – Explicitly penalize long‐distance charge transfer

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Representing molecules as atomic-scale electrical circuits with fluctuating-charge models

  • 1. Representing molecules as atomic‐scale electrical  circuits with fluctuating‐charge models + + ‐ ‐ q1 q2 Jiahao Chen Department of Chemistry and Beckman Institute University of Illinois at Urbana‐Champaign APS Meeting P19.5, 2007‐03‐07 Acknowledgments Funding •Todd Martínez •NSF DMR‐03 25939 ITR •Martínez Group members •DOE DE‐FG02‐05ER46260
  • 2. Polarization and charge transfer in  molecular mechanics (MM) • Want to describe both polarization and charge  transfer with reasonable computational cost • Common models to describe polarization: – Charge‐on‐spring/Drude oscillator, e.g. Drude (1902) – Point‐polarizable dipole, e.g. Vesely (1977) – Chemical potential equilibration (CPE), a.k.a.  fluctuating‐charge: Rappé and Goddard (1991); Rick,  Stuart and Berne (1994) • Only CPE models can account for both effects P. Drude, The Theory of Optics, Longmans, Green and Co., New York (1902); F.J. Vesely,  J. Comp. Phys. 24 (1977), 361‐371;  A. K. Rappé, W. A. Goddard, III, J. Phys. Chem. 95 (1991), 3358‐3363; S. W. Rick, S. J. Stuart, B. J. Berne, J. Chem. Phys. 101 (1994), 6141‐6156.
  • 3. A simple DC circuit DC source + capacitor V C ‐ ground 0 V
  • 4. A simple DC circuit What is the charge q on C? energy depleted energy gain from DC source of capacitor DC source + capacitor charge V ‐ C q E = −qV + 1 C −1 q 2 2 ∂E −1 = −V + C q = 0 ground ∂q 0 V ∴q =VC This Hamiltonian approach works for molecules too: fluctuating‐charge/electronegativity equilibration models
  • 5. CPE models: The QEq model QEq model for a diatomic molecule source capacitance term term electronegativity X 1 2 + + χ1 χ2 E = qi χi + ηi qi i 2 ‐ ‐ Coulomb 1X Coulomb interaction + qi qj Jij term chemical 2 hardness η q J12 ∂E i6=j 1 1 η2 q2 =μ ∂qi chemical μ potential A. K. Rappé, W. A. Goddard III, J. Phys. Chem. 95 (1991), 3358‐3363.
  • 6. QEq: wrong NaCl dissociation 1.0 q/e equilibrium geometry 0.9 0.8 + + 0.7 ‐ ‐ 0.6 0.5 QEq 0.4 QEq, R → ∞ 0.3 + + ‐ J12 → 0 ‐ 0.2 0.1 ab initio DMA0 CASSCF(8/5)/6‐31G* 0.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 R/Å 8.0 DMA0 = distributed multipole analysis restricted to point charges only CASSCF = complete active space self‐consistent field method
  • 7. The QTPIE model: Motivation X 1. Introduce charge transfer variables qi = pji X 1 2 X j EQEq = qi χi + ηi qi + qi qj Jij i 2 i6=j X X1 1X = pji χi + ηi pji pki + pki plj Jij ij 2 2 ijk ijkl 2. Introduce overlap integral: explicit notion of distance X X1 1X EQTPIE = pji χi Sij + ηi pji pki + pki plj Jij ij 2 2 ijk ijkl ∂EQTPIE =0 ∂pji J. Chen, T. J. Martínez, Chem. Phys. Lett., in press.
  • 8. QTPIE: Correct NaCl asymptote 1.0 0.9 q/e equilibrium geometry 0.8 0.7 0.6 0.5 QEq 0.4 0.3 QTPIE 0.2 0.1 ab initio 0.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 R/Å 8.0 QTPIE prediction improved over QEq without reoptimizing parameters, but variation is still slower than ab initio
  • 9. Water fragments correctly • Asymmetric dissociation: correct asymptotics, charge  transfer on OH fragment retained 1.0 q/e equilibrium geometry ab initio R 0.5 QEq R/Å QTPIE 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 ‐0.5 ‐1.0
  • 10. Water parameters transferable 1.0 • Parameters transferable across geometries q/e 1.0 q/e 0.8 O H 0.8 0.6 O H H 0.6 0.4 0.4 H DMA 0.2 0.2 DMA 0.0 QEq 0.0 QEq R/Å QTPIE R/Å QTPIE ‐0.2 0.5 1.5 2.5 3.5 4.5 QTPIE‐0.2 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 QTPIE ‐0.4 DMA ‐0.4 DMA ‐0.6 ‐0.6 ‐0.8 QEq ‐0.8 QEq ‐1.0 ‐1.0 1.0 1.0 q/e q/e 0.8 0.8 O H O H 0.6 0.6 H 0.4 H 0.4 0.2 DMA 0.2 DMA 0.0 QEq 0.0 QEq R/Å QTPIE R/Å QTPIE ‐0.2 0.5 1.5 2.5 3.5 4.5 ‐0.2 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 QTPIE QTPIE ‐0.4 DMA ‐0.4 DMA ‐0.6 ‐0.6 ‐0.8 QEq ‐0.8 QEq ‐1.0 ‐1.0
  • 11. Dipole polarizability of phenol • Response of dipole moment to external electric  field • QTPIE: overestimates less than QEq QEq QTPIE ab initio* x 24.6244 13.0298 13.6758 y 20.3270 10.7566 12.3621 z 0.0000 0.0000 6.9981 (ų) *ab initio method: MP2/aug‐cc‐pVDZ
  • 12. Conclusions • Fluctuating‐charge models are analogous to DC  electrical circuits • QTPIE (our new charge model) predicts correct  dissociation behavior of atomic charges • Explicit distance cutoff for electronegativities improves qualitative behavior Thank You
  • 13. QEq v. ab initio charges 1.2 q/e equilibrium geometry 1.0 0.8 QEq 0.6 Mulliken ab initio 0.4 DMA charges Ideal dipole 0.2 0.0 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 R/Å 8.0
  • 14. QEq1, a fluctuating charge model • Given geometry, find charge distribution energy to charge atom Coulomb interaction q1 q2 q3 • Minimization with fixed total charge  q4 q5 defines Lagrange multiplier μ 1. A. K. Rappe, W. A. Goddard III, J. Phys. Chem. 95 (1991) 3358‐3363.
  • 15. QTPIE: charge transfer with  polarization current equilibration • Shift focus to charge transfer variables pji: – Charge accounting: where it came from, where it’s  going p 12 p23 p34 p45 – Explicitly penalize long‐distance charge transfer