DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Consistent inclusion of continuum solvation in energy decomposition analysis: theory and application to molecular CO 2 reduction catalysts

Abstract

To facilitate computational investigation of intermolecular interactions in the solution phase, we report the development of ALMO-EDA(solv), a scheme that allows the application of continuum solvent models within the framework of energy decomposition analysis (EDA) based on absolutely localized molecular orbitals (ALMOs). In this scheme, all the quantum mechanical states involved in the variational EDA procedure are computed with the presence of solvent environment so that solvation effects are incorporated in the evaluation of all its energy components. After validation on several model complexes, we employ ALMO-EDA(solv) to investigate substituent effects on two classes of complexes that are related to molecular CO2 reduction catalysis. For [FeTPP(CO2-κC)]2- (TPP = tetraphenylporphyrin), we reveal that two ortho substituents which yield most favorable CO2 binding, –N(CH3)3+ (TMA) and –OH, stabilize the complex via through-structure and through-space mechanisms, respectively. The coulombic interaction between the positively charged TMA group and activated CO2 is found to be largely attenuated by the polar solvent. Furthermore, we also provide computational support for the design strategy of utilizing bulky, flexible ligands to stabilize activated CO2 via long-range Coulomb interactions, which creates biomimetic solvent-inaccessible “pockets” in that electrostatics is unscreened. For the reactant and product complexes associated with the electron transfermore » from the p-terphenyl radical anion to CO2, we demonstrate that the double terminal substitution of p-terphenyl by electron-withdrawing groups considerably strengthens the binding in the product state while moderately weakens that in the reactant state, which are both dominated by the substituent tuning of the electrostatics component. These applications illustrate that this new extension of ALMO-EDA provides a valuable means to unravel the nature of intermolecular interactions and quantify their impacts on chemical reactivity in solution.« less

Authors:
ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [1]; ORCiD logo [3]; ORCiD logo [4]; ORCiD logo [5]
  1. Department of Chemistry, University of California at Berkeley, Berkeley, CA 94720, USA
  2. Mork Family Department of Chemical Engineering and Material Science, University of Southern California, Los Angeles, CA 90089, USA
  3. Department of Chemistry, University of California at Berkeley, Berkeley, CA 94720, USA, Chemical Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA, Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, CA 94720, USA
  4. Mork Family Department of Chemical Engineering and Material Science, University of Southern California, Los Angeles, CA 90089, USA, Department of Chemistry, University of Southern California, Los Angeles, CA 90089, USA
  5. Department of Chemistry, University of California at Berkeley, Berkeley, CA 94720, USA, Chemical Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
Publication Date:
Research Org.:
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE; USDOE Office of Science (SC), Basic Energy Sciences (BES). Chemical Sciences, Geosciences & Biosciences Division; National Science Foundation (NSF)
OSTI Identifier:
1734942
Alternate Identifier(s):
OSTI ID: 1779270
Grant/Contract Number:  
AC02-05CH11231; CHE-1955643
Resource Type:
Published Article
Journal Name:
Chemical Science
Additional Journal Information:
Journal Name: Chemical Science Journal Volume: 12 Journal Issue: 4; Journal ID: ISSN 2041-6520
Publisher:
Royal Society of Chemistry (RSC)
Country of Publication:
United Kingdom
Language:
English
Subject:
37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY

Citation Formats

Mao, Yuezhi, Loipersberger, Matthias, Kron, Kareesa J., Derrick, Jeffrey S., Chang, Christopher J., Sharada, Shaama Mallikarjun, and Head-Gordon, Martin. Consistent inclusion of continuum solvation in energy decomposition analysis: theory and application to molecular CO 2 reduction catalysts. United Kingdom: N. p., 2021. Web. doi:10.1039/D0SC05327A.
Mao, Yuezhi, Loipersberger, Matthias, Kron, Kareesa J., Derrick, Jeffrey S., Chang, Christopher J., Sharada, Shaama Mallikarjun, & Head-Gordon, Martin. Consistent inclusion of continuum solvation in energy decomposition analysis: theory and application to molecular CO 2 reduction catalysts. United Kingdom. https://doi.org/10.1039/D0SC05327A
Mao, Yuezhi, Loipersberger, Matthias, Kron, Kareesa J., Derrick, Jeffrey S., Chang, Christopher J., Sharada, Shaama Mallikarjun, and Head-Gordon, Martin. Thu . "Consistent inclusion of continuum solvation in energy decomposition analysis: theory and application to molecular CO 2 reduction catalysts". United Kingdom. https://doi.org/10.1039/D0SC05327A.
@article{osti_1734942,
title = {Consistent inclusion of continuum solvation in energy decomposition analysis: theory and application to molecular CO 2 reduction catalysts},
author = {Mao, Yuezhi and Loipersberger, Matthias and Kron, Kareesa J. and Derrick, Jeffrey S. and Chang, Christopher J. and Sharada, Shaama Mallikarjun and Head-Gordon, Martin},
abstractNote = {To facilitate computational investigation of intermolecular interactions in the solution phase, we report the development of ALMO-EDA(solv), a scheme that allows the application of continuum solvent models within the framework of energy decomposition analysis (EDA) based on absolutely localized molecular orbitals (ALMOs). In this scheme, all the quantum mechanical states involved in the variational EDA procedure are computed with the presence of solvent environment so that solvation effects are incorporated in the evaluation of all its energy components. After validation on several model complexes, we employ ALMO-EDA(solv) to investigate substituent effects on two classes of complexes that are related to molecular CO2 reduction catalysis. For [FeTPP(CO2-κC)]2- (TPP = tetraphenylporphyrin), we reveal that two ortho substituents which yield most favorable CO2 binding, –N(CH3)3+ (TMA) and –OH, stabilize the complex via through-structure and through-space mechanisms, respectively. The coulombic interaction between the positively charged TMA group and activated CO2 is found to be largely attenuated by the polar solvent. Furthermore, we also provide computational support for the design strategy of utilizing bulky, flexible ligands to stabilize activated CO2 via long-range Coulomb interactions, which creates biomimetic solvent-inaccessible “pockets” in that electrostatics is unscreened. For the reactant and product complexes associated with the electron transfer from the p-terphenyl radical anion to CO2, we demonstrate that the double terminal substitution of p-terphenyl by electron-withdrawing groups considerably strengthens the binding in the product state while moderately weakens that in the reactant state, which are both dominated by the substituent tuning of the electrostatics component. These applications illustrate that this new extension of ALMO-EDA provides a valuable means to unravel the nature of intermolecular interactions and quantify their impacts on chemical reactivity in solution.},
doi = {10.1039/D0SC05327A},
journal = {Chemical Science},
number = 4,
volume = 12,
place = {United Kingdom},
year = {Thu Feb 04 00:00:00 EST 2021},
month = {Thu Feb 04 00:00:00 EST 2021}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1039/D0SC05327A

Save / Share:

Works referenced in this record:

Intermolecular interactions in solution: Elucidating the influence of the solvent
journal, February 2004

  • Gora, Robert W.; Bartkowiak, Wojciech; Roszak, Szczepan
  • The Journal of Chemical Physics, Vol. 120, Issue 6
  • DOI: 10.1063/1.1636155

UFF, a full periodic table force field for molecular mechanics and molecular dynamics simulations
journal, December 1992

  • Rappe, A. K.; Casewit, C. J.; Colwell, K. S.
  • Journal of the American Chemical Society, Vol. 114, Issue 25, p. 10024-10035
  • DOI: 10.1021/ja00051a040

Molecular Interactions in Solution: An Overview of Methods Based on Continuous Distributions of the Solvent
journal, November 1994

  • Tomasi, Jacopo; Persico, Maurizio
  • Chemical Reviews, Vol. 94, Issue 7
  • DOI: 10.1021/cr00031a013

Assessing Ion–Water Interactions in the AMOEBA Force Field Using Energy Decomposition Analysis of Electronic Structure Calculations
journal, October 2016

  • Mao, Yuezhi; Demerdash, Omar; Head-Gordon, Martin
  • Journal of Chemical Theory and Computation, Vol. 12, Issue 11
  • DOI: 10.1021/acs.jctc.6b00764

Universal Solvation Model Based on Solute Electron Density and on a Continuum Model of the Solvent Defined by the Bulk Dielectric Constant and Atomic Surface Tensions
journal, May 2009

  • Marenich, Aleksandr V.; Cramer, Christopher J.; Truhlar, Donald G.
  • The Journal of Physical Chemistry B, Vol. 113, Issue 18, p. 6378-6396
  • DOI: 10.1021/jp810292n

Unravelling the Origin of Intermolecular Interactions Using Absolutely Localized Molecular Orbitals
journal, September 2007

  • Khaliullin, Rustam Z.; Cobar, Erika A.; Lochan, Rohini C.
  • The Journal of Physical Chemistry A, Vol. 111, Issue 36
  • DOI: 10.1021/jp073685z

First-principles molecular dynamics simulations in a continuum solvent
journal, January 2003

  • Fattebert, Jean-Luc; Gygi, François
  • International Journal of Quantum Chemistry, Vol. 93, Issue 2
  • DOI: 10.1002/qua.10548

Through-Space Charge Interaction Substituent Effects in Molecular Catalysis Leading to the Design of the Most Efficient Catalyst of CO 2 -to-CO Electrochemical Conversion
journal, December 2016

  • Azcarate, Iban; Costentin, Cyrille; Robert, Marc
  • Journal of the American Chemical Society, Vol. 138, Issue 51
  • DOI: 10.1021/jacs.6b07014

Extending the Power of Quantum Chemistry to Large Systems with the Fragment Molecular Orbital Method
journal, August 2007

  • Fedorov, Dmitri G.; Kitaura, Kazuo
  • The Journal of Physical Chemistry A, Vol. 111, Issue 30
  • DOI: 10.1021/jp0716740

An efficient self-consistent field method for large systems of weakly interacting components
journal, May 2006

  • Khaliullin, Rustam Z.; Head-Gordon, Martin; Bell, Alexis T.
  • The Journal of Chemical Physics, Vol. 124, Issue 20
  • DOI: 10.1063/1.2191500

Energy decomposition analysis of covalent bonds and intermolecular interactions
journal, July 2009

  • Su, Peifeng; Li, Hui
  • The Journal of Chemical Physics, Vol. 131, Issue 1
  • DOI: 10.1063/1.3159673

The Mechanism of Homogeneous CO 2 Reduction by Ni(cyclam): Product Selectivity, Concerted Proton–Electron Transfer and C–O Bond Cleavage
journal, June 2014

  • Song, Jinshuai; Klein, Eric L.; Neese, Frank
  • Inorganic Chemistry, Vol. 53, Issue 14
  • DOI: 10.1021/ic500829p

The Poisson–Boltzmann model for implicit solvation of electrolyte solutions: Quantum chemical implementation and assessment via Sechenov coefficients
journal, December 2019

  • Stein, Christopher J.; Herbert, John M.; Head-Gordon, Martin
  • The Journal of Chemical Physics, Vol. 151, Issue 22
  • DOI: 10.1063/1.5131020

Minimal parameter implicit solvent model for ab initio electronic-structure calculations
journal, July 2011


Local ionic liquid environment at a modified iron porphyrin catalyst enhances the electrocatalytic performance of CO 2 to CO reduction in water
journal, January 2018

  • Khadhraoui, Asma; Gotico, Philipp; Boitrel, Bernard
  • Chemical Communications, Vol. 54, Issue 82
  • DOI: 10.1039/C8CC06475J

Energy decomposition analysis in an adiabatic picture
journal, January 2017

  • Mao, Yuezhi; Horn, Paul R.; Head-Gordon, Martin
  • Phys. Chem. Chem. Phys., Vol. 19, Issue 8
  • DOI: 10.1039/C6CP08039A

Advances in molecular quantum chemistry contained in the Q-Chem 4 program package
journal, September 2014


Probing Blue-Shifting Hydrogen Bonds with Adiabatic Energy Decomposition Analysis
journal, June 2019


Quantum Mechanical Continuum Solvation Models
journal, August 2005

  • Tomasi, Jacopo; Mennucci, Benedetta; Cammi, Roberto
  • Chemical Reviews, Vol. 105, Issue 8
  • DOI: 10.1021/cr9904009

Insights into Current Limitations of Density Functional Theory
journal, August 2008


On the Computational Characterization of Charge-Transfer Effects in Noncovalently Bound Molecular Complexes
journal, March 2018

  • Mao, Yuezhi; Ge, Qinghui; Horn, Paul R.
  • Journal of Chemical Theory and Computation, Vol. 14, Issue 5
  • DOI: 10.1021/acs.jctc.7b01256

Effect of the damping function in dispersion corrected density functional theory
journal, March 2011

  • Grimme, Stefan; Ehrlich, Stephan; Goerigk, Lars
  • Journal of Computational Chemistry, Vol. 32, Issue 7
  • DOI: 10.1002/jcc.21759

Thirty years of density functional theory in computational chemistry: an overview and extensive assessment of 200 density functionals
journal, April 2017


A new energy decomposition scheme for molecular interactions within the Hartree-Fock approximation
journal, March 1976

  • Kitaura, Kazuo; Morokuma, Keiji
  • International Journal of Quantum Chemistry, Vol. 10, Issue 2
  • DOI: 10.1002/qua.560100211

The Effect of Structure upon the Reactions of Organic Compounds. Benzene Derivatives
journal, January 1937

  • Hammett, Louis P.
  • Journal of the American Chemical Society, Vol. 59, Issue 1
  • DOI: 10.1021/ja01280a022

Energy Decomposition Scheme Based on the Generalized Kohn–Sham Scheme
journal, March 2014

  • Su, Peifeng; Jiang, Zhen; Chen, Zuochang
  • The Journal of Physical Chemistry A, Vol. 118, Issue 13
  • DOI: 10.1021/jp500405s

Metal–Polypyridyl Catalysts for Electro- and Photochemical Reduction of Water to Hydrogen
journal, June 2015


Quantum Calculation of Molecular Energies and Energy Gradients in Solution by a Conductor Solvent Model
journal, March 1998

  • Barone, Vincenzo; Cossi, Maurizio
  • The Journal of Physical Chemistry A, Vol. 102, Issue 11
  • DOI: 10.1021/jp9716997

Homogeneously Catalyzed Electroreduction of Carbon Dioxide—Methods, Mechanisms, and Catalysts
journal, January 2018


Pair interaction energy decomposition analysis
journal, January 2006

  • Fedorov, Dmitri G.; Kitaura, Kazuo
  • Journal of Computational Chemistry, Vol. 28, Issue 1
  • DOI: 10.1002/jcc.20496

A unified electrostatic and cavitation model for first-principles molecular dynamics in solution
journal, February 2006

  • Scherlis, Damián A.; Fattebert, Jean-Luc; Gygi, François
  • The Journal of Chemical Physics, Vol. 124, Issue 7
  • DOI: 10.1063/1.2168456

A smooth, nonsingular, and faithful discretization scheme for polarizable continuum models: The switching/Gaussian approach
journal, December 2010

  • Lange, Adrian W.; Herbert, John M.
  • The Journal of Chemical Physics, Vol. 133, Issue 24
  • DOI: 10.1063/1.3511297

Density functional theory for efficientab initio molecular dynamics simulations in solution
journal, April 2002

  • Fattebert, Jean-Luc; Gygi, Fran�ois
  • Journal of Computational Chemistry, Vol. 23, Issue 6
  • DOI: 10.1002/jcc.10069

GEPOL: An improved description of molecular surfaces. III. A new algorithm for the computation of a solvent-excluding surface: GEPOL
journal, October 1994

  • Pascual-ahuir, J. L.; Silla, E.; Tuñon, I.
  • Journal of Computational Chemistry, Vol. 15, Issue 10
  • DOI: 10.1002/jcc.540151009

Energies, structures, and electronic properties of molecules in solution with the C-PCM solvation model
journal, April 2003

  • Cossi, Maurizio; Rega, Nadia; Scalmani, Giovanni
  • Journal of Computational Chemistry, Vol. 24, Issue 6
  • DOI: 10.1002/jcc.10189

Property-optimized Gaussian basis sets for molecular response calculations
journal, October 2010

  • Rappoport, Dmitrij; Furche, Filipp
  • The Journal of Chemical Physics, Vol. 133, Issue 13
  • DOI: 10.1063/1.3484283

Delocalization Errors in Density Functional Theory Are Essentially Quadratic in Fractional Occupation Number
journal, October 2018


Organic Photoredox Catalysis
journal, June 2016


Nonlocal van der Waals density functional: The simpler the better
journal, December 2010

  • Vydrov, Oleg A.; Van Voorhis, Troy
  • The Journal of Chemical Physics, Vol. 133, Issue 24
  • DOI: 10.1063/1.3521275

Photoredox activation of carbon dioxide for amino acid synthesis in continuous flow
journal, December 2016

  • Seo, Hyowon; Katcher, Matthew H.; Jamison, Timothy F.
  • Nature Chemistry, Vol. 9, Issue 5
  • DOI: 10.1038/nchem.2690

A Universal Approach to Solvation Modeling
journal, June 2008

  • Cramer, Christopher J.; Truhlar, Donald G.
  • Accounts of Chemical Research, Vol. 41, Issue 6
  • DOI: 10.1021/ar800019z

Why do molecules interact? The origin of electron donor-acceptor complexes, hydrogen bonding and proton affinity
journal, August 1977


Energy Decomposition Analysis in Solution Based on the Fragment Molecular Orbital Method
journal, December 2011

  • Fedorov, Dmitri G.; Kitaura, Kazuo
  • The Journal of Physical Chemistry A, Vol. 116, Issue 1
  • DOI: 10.1021/jp209579w

Generalized Born Solvation Model SM12
journal, December 2012

  • Marenich, Aleksandr V.; Cramer, Christopher J.; Truhlar, Donald G.
  • Journal of Chemical Theory and Computation, Vol. 9, Issue 1
  • DOI: 10.1021/ct300900e

Defining the contributions of permanent electrostatics, Pauli repulsion, and dispersion in density functional theory calculations of intermolecular interaction energies
journal, March 2016

  • Horn, Paul R.; Mao, Yuezhi; Head-Gordon, Martin
  • The Journal of Chemical Physics, Vol. 144, Issue 11
  • DOI: 10.1063/1.4942921

Polarizable Continuum Reaction-Field Solvation Models Affording Smooth Potential Energy Surfaces
journal, December 2009

  • Lange, Adrian W.; Herbert, John M.
  • The Journal of Physical Chemistry Letters, Vol. 1, Issue 2
  • DOI: 10.1021/jz900282c

COSMO: a new approach to dielectric screening in solvents with explicit expressions for the screening energy and its gradient
journal, January 1993


Elucidation of the Selectivity of Proton-Dependent Electrocatalytic CO 2 Reduction by fac -Re(bpy)(CO) 3 Cl
journal, October 2013

  • Keith, John A.; Grice, Kyle A.; Kubiak, Clifford P.
  • Journal of the American Chemical Society, Vol. 135, Issue 42
  • DOI: 10.1021/ja406456g

The BioFragment Database (BFDb): An open-data platform for computational chemistry analysis of noncovalent interactions
journal, October 2017

  • Burns, Lori A.; Faver, John C.; Zheng, Zheng
  • The Journal of Chemical Physics, Vol. 147, Issue 16
  • DOI: 10.1063/1.5001028

Self‐consistent molecular orbital methods. XX. A basis set for correlated wave functions
journal, January 1980

  • Krishnan, R.; Binkley, J. S.; Seeger, R.
  • The Journal of Chemical Physics, Vol. 72, Issue 1
  • DOI: 10.1063/1.438955

Static Dielectric Constants of Acetonitrile/Water Mixtures at Different Temperatures and Debye−Hückel A and a 0 B Parameters for Activity Coefficients
journal, May 2007

  • Gagliardi, Leonardo G.; Castells, Cecilia B.; Ràfols, Clara
  • Journal of Chemical & Engineering Data, Vol. 52, Issue 3
  • DOI: 10.1021/je700055p

Perspective: Found in translation: Quantum chemical tools for grasping non-covalent interactions
journal, March 2017

  • Pastorczak, Ewa; Corminboeuf, Clémence
  • The Journal of Chemical Physics, Vol. 146, Issue 12
  • DOI: 10.1063/1.4978951

Polarization contributions to intermolecular interactions revisited with fragment electric-field response functions
journal, September 2015

  • Horn, Paul R.; Head-Gordon, Martin
  • The Journal of Chemical Physics, Vol. 143, Issue 11
  • DOI: 10.1063/1.4930534

Probing non-covalent interactions with a second generation energy decomposition analysis using absolutely localized molecular orbitals
journal, January 2016

  • Horn, Paul R.; Mao, Yuezhi; Head-Gordon, Martin
  • Physical Chemistry Chemical Physics, Vol. 18, Issue 33
  • DOI: 10.1039/C6CP03784D

A new integral equation formalism for the polarizable continuum model: Theoretical background and applications to isotropic and anisotropic dielectrics
journal, August 1997

  • Cancès, E.; Mennucci, B.; Tomasi, J.
  • The Journal of Chemical Physics, Vol. 107, Issue 8
  • DOI: 10.1063/1.474659

Dissection of Electronic Substituent Effects in Multielectron–Multistep Molecular Catalysis. Electrochemical CO 2 -to-CO Conversion Catalyzed by Iron Porphyrins
journal, December 2016

  • Azcarate, Iban; Costentin, Cyrille; Robert, Marc
  • The Journal of Physical Chemistry C, Vol. 120, Issue 51
  • DOI: 10.1021/acs.jpcc.6b09947

Probing radical–molecule interactions with a second generation energy decomposition analysis of DFT calculations using absolutely localized molecular orbitals
journal, January 2020

  • Mao, Yuezhi; Levine, Daniel S.; Loipersberger, Matthias
  • Physical Chemistry Chemical Physics, Vol. 22, Issue 23
  • DOI: 10.1039/D0CP01933J

A theoretical study of hydrogen-bonded complexes in solution: BSSE and decomposition of interaction energy
journal, November 1994

  • Contador, J. C.; Aguilar, M. A.; Sánchez, M. L.
  • Journal of Molecular Structure: THEOCHEM, Vol. 314, Issue 1-2
  • DOI: 10.1016/0166-1280(94)03812-Y

Performance of the AMOEBA Water Model in the Vicinity of QM Solutes: A Diagnosis Using Energy Decomposition Analysis
journal, April 2017

  • Mao, Yuezhi; Shao, Yihan; Dziedzic, Jacek
  • Journal of Chemical Theory and Computation, Vol. 13, Issue 5
  • DOI: 10.1021/acs.jctc.7b00089

Molecular engineering for efficient and selective iron porphyrin catalysts for electrochemical reduction of CO 2 to CO
journal, January 2016

  • Ambre, Ram B.; Daniel, Quentin; Fan, Ting
  • Chemical Communications, Vol. 52, Issue 100
  • DOI: 10.1039/C6CC08099E

Photoredox Catalysis in Organic Chemistry
journal, June 2016

  • Shaw, Megan H.; Twilton, Jack; MacMillan, David W. C.
  • The Journal of Organic Chemistry, Vol. 81, Issue 16
  • DOI: 10.1021/acs.joc.6b01449

Balanced basis sets of split valence, triple zeta valence and quadruple zeta valence quality for H to Rn: Design and assessment of accuracy
journal, January 2005

  • Weigend, Florian; Ahlrichs, Reinhart
  • Physical Chemistry Chemical Physics, Vol. 7, Issue 18, p. 3297-3305
  • DOI: 10.1039/b508541a

Reaction field treatment of charge penetration
journal, April 2000

  • Chipman, Daniel M.
  • The Journal of Chemical Physics, Vol. 112, Issue 13
  • DOI: 10.1063/1.481133

Density‐functional thermochemistry. III. The role of exact exchange
journal, April 1993

  • Becke, Axel D.
  • The Journal of Chemical Physics, Vol. 98, Issue 7, p. 5648-5652
  • DOI: 10.1063/1.464913

Molecular Catalysis of Electrochemical Reactions. Mechanistic Aspects
journal, July 2008

  • Savéant, Jean-Michel
  • Chemical Reviews, Vol. 108, Issue 7, p. 2348-2378
  • DOI: 10.1021/cr068079z

Free energy decomposition analysis of bonding and nonbonding interactions in solution
journal, July 2012

  • Su, Peifeng; Liu, Hui; Wu, Wei
  • The Journal of Chemical Physics, Vol. 137, Issue 3
  • DOI: 10.1063/1.4736533

Intuitive Density Functional Theory-Based Energy Decomposition Analysis for Protein–Ligand Interactions
journal, March 2017

  • Phipps, M. J. S.; Fox, T.; Tautermann, C. S.
  • Journal of Chemical Theory and Computation, Vol. 13, Issue 4
  • DOI: 10.1021/acs.jctc.6b01230

Computational Analysis of Electron Transfer Kinetics for CO 2 Reduction with Organic Photoredox Catalysts
journal, June 2020

  • Kron, Kareesa J.; Gomez, Samantha J.; Mao, Yuezhi
  • The Journal of Physical Chemistry A, Vol. 124, Issue 26
  • DOI: 10.1021/acs.jpca.0c03065

Recent Trends, Benchmarking, and Challenges of Electrochemical Reduction of CO 2 by Molecular Catalysts
journal, May 2019

  • Elouarzaki, Kamal; Kannan, Vishvak; Jose, Vishal
  • Advanced Energy Materials, Vol. 9, Issue 24
  • DOI: 10.1002/aenm.201900090

Analysis of charge transfer effects in molecular complexes based on absolutely localized molecular orbitals
journal, May 2008

  • Khaliullin, Rustam Z.; Bell, Alexis T.; Head-Gordon, Martin
  • The Journal of Chemical Physics, Vol. 128, Issue 18
  • DOI: 10.1063/1.2912041

Catalytic Carbon−Halogen Bond Activation:  Trends in Reactivity, Selectivity, and Solvation
journal, January 2007

  • de Jong, G. Theodoor; Bickelhaupt, F. Matthias
  • Journal of Chemical Theory and Computation, Vol. 3, Issue 2
  • DOI: 10.1021/ct600342j

Efficient and selective molecular catalyst for the CO 2 -to-CO electrochemical conversion in water
journal, May 2015

  • Costentin, Cyrille; Robert, Marc; Savéant, Jean-Michel
  • Proceedings of the National Academy of Sciences, Vol. 112, Issue 22
  • DOI: 10.1073/pnas.1507063112

How much do van der Waals dispersion forces contribute to molecular recognition in solution?
journal, October 2013

  • Yang, Lixu; Adam, Catherine; Nichol, Gary S.
  • Nature Chemistry, Vol. 5, Issue 12
  • DOI: 10.1038/nchem.1779

A Local Proton Source Enhances CO 2 Electroreduction to CO by a Molecular Fe Catalyst
journal, October 2012


Catalysis of the electrochemical reduction of carbon dioxide by iron(“0”) porphyrins
journal, July 1988

  • Hammouche, M.; Lexa, D.; Savéant, J. M.
  • Journal of Electroanalytical Chemistry and Interfacial Electrochemistry, Vol. 249, Issue 1-2
  • DOI: 10.1016/0022-0728(88)80372-3

Accurate and Efficient Method for Many-Body van der Waals Interactions
journal, June 2012


A look at the density functional theory zoo with the advanced GMTKN55 database for general main group thermochemistry, kinetics and noncovalent interactions
journal, January 2017

  • Goerigk, Lars; Hansen, Andreas; Bauer, Christoph
  • Physical Chemistry Chemical Physics, Vol. 19, Issue 48
  • DOI: 10.1039/C7CP04913G

Metal–Ligand Cooperativity via Exchange Coupling Promotes Iron- Catalyzed Electrochemical CO 2 Reduction at Low Overpotentials
journal, November 2020

  • Derrick, Jeffrey S.; Loipersberger, Matthias; Chatterjee, Ruchira
  • Journal of the American Chemical Society, Vol. 142, Issue 48
  • DOI: 10.1021/jacs.0c10664

The ONETEP linear-scaling density functional theory program
journal, May 2020

  • Prentice, Joseph C. A.; Aarons, Jolyon; Womack, James C.
  • The Journal of Chemical Physics, Vol. 152, Issue 17
  • DOI: 10.1063/5.0004445

Catalysis of the Electrochemical Reduction of Carbon Dioxide by Iron(0) Porphyrins:  Synergystic Effect of Weak Brönsted Acids
journal, January 1996

  • Bhugun, Iqbal; Lexa, Doris; Savéant, Jean-Michel
  • Journal of the American Chemical Society, Vol. 118, Issue 7
  • DOI: 10.1021/ja9534462

Direct optimization method to study constrained systems within density-functional theory
journal, August 2005


Energy Decomposition Analysis Based on Absolutely Localized Molecular Orbitals for Large-Scale Density Functional Theory Calculations in Drug Design
journal, June 2016

  • Phipps, M. J. S.; Fox, T.; Tautermann, C. S.
  • Journal of Chemical Theory and Computation, Vol. 12, Issue 7
  • DOI: 10.1021/acs.jctc.6b00272

Direct Calculation of Electron Transfer Parameters through Constrained Density Functional Theory
journal, July 2006

  • Wu, Qin; Van Voorhis, Troy
  • The Journal of Physical Chemistry A, Vol. 110, Issue 29
  • DOI: 10.1021/jp061848y

Implicit Solvation Models:  Equilibria, Structure, Spectra, and Dynamics
journal, August 1999

  • Cramer, Christopher J.; Truhlar, Donald G.
  • Chemical Reviews, Vol. 99, Issue 8
  • DOI: 10.1021/cr960149m

Mechanistic Contrasts between Manganese and Rhenium Bipyridine Electrocatalysts for the Reduction of Carbon Dioxide
journal, November 2014

  • Riplinger, Christoph; Sampson, Matthew D.; Ritzmann, Andrew M.
  • Journal of the American Chemical Society, Vol. 136, Issue 46
  • DOI: 10.1021/ja508192y

Positional effects of second-sphere amide pendants on electrochemical CO 2 reduction catalyzed by iron porphyrins
journal, January 2018

  • Nichols, Eva M.; Derrick, Jeffrey S.; Nistanaki, Sepand K.
  • Chemical Science, Vol. 9, Issue 11
  • DOI: 10.1039/C7SC04682K

A standard grid for density functional calculations
journal, July 1993


Syntheses and CO2 reduction activities of π-expanded/extended iron porphyrin complexes
journal, January 2017

  • Okabe, Yuki; Lee, Sze Koon; Kondo, Mio
  • JBIC Journal of Biological Inorganic Chemistry, Vol. 22, Issue 5
  • DOI: 10.1007/s00775-017-1438-3

Self-Consistent Reaction Field Model for Aqueous and Nonaqueous Solutions Based on Accurate Polarized Partial Charges
journal, October 2007

  • Marenich, Aleksandr V.; Olson, Ryan M.; Kelly, Casey P.
  • Journal of Chemical Theory and Computation, Vol. 3, Issue 6
  • DOI: 10.1021/ct7001418

Frontiers, Opportunities, and Challenges in Biochemical and Chemical Catalysis of CO 2 Fixation
journal, June 2013

  • Appel, Aaron M.; Bercaw, John E.; Bocarsly, Andrew B.
  • Chemical Reviews, Vol. 113, Issue 8
  • DOI: 10.1021/cr300463y

Electrons, Photons, Protons and Earth-Abundant Metal Complexes for Molecular Catalysis of CO 2 Reduction
journal, November 2016