1
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Saito K, Torii H. Hidden Halogen-Bonding Ability of Fluorine Manifesting in the Hydrogen-Bond Configurations of Hydrogen Fluoride. J Phys Chem B 2021; 125:11742-11750. [PMID: 34662140 DOI: 10.1021/acs.jpcb.1c07211] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Elucidating how the intermolecular interactions of a covalently bonded fluorine atom are similar to and different from those of the other halogen atoms will be helpful for a better unified understanding of them. In the present study, the case of hydrogen fluoride is theoretically studied from this viewpoint by using the techniques of electron density analysis, molecular dynamics of liquid, and others. It is shown that the extra-point model, which locates an additional charge site on the line extended from (not within) the covalent bond and has been adopted for halogen-bonding systems as a key to the generation of proper stability and directionality, works well also in this case. A significantly bent hydrogen-bond configuration, which is characteristic of the intermolecular interactions of hydrogen fluoride, is reasonably well reproduced, meaning that it is a manifestation of the latent halogen-bonding ability, which is hidden by the strongly electronegative nature.
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2
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Hughes ZE, Ren E, Thacker JCR, Symons BCB, Silva AF, Popelier PLA. A FFLUX Water Model: Flexible, Polarizable and with a Multipolar Description of Electrostatics. J Comput Chem 2020; 41:619-628. [PMID: 31747059 PMCID: PMC7004022 DOI: 10.1002/jcc.26111] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Revised: 10/21/2019] [Accepted: 10/31/2019] [Indexed: 12/15/2022]
Abstract
Key to progress in molecular simulation is the development of advanced models that go beyond the limitations of traditional force fields that employ a fixed, point charge-based description of electrostatics. Taking water as an example system, the FFLUX framework is shown capable of producing models that are flexible, polarizable and have a multipolar description of the electrostatics. The kriging machine-learning methods used in FFLUX are able to reproduce the intramolecular potential energy surface and multipole moments of a single water molecule with chemical accuracy using as few as 50 training configurations. Molecular dynamics simulations of water clusters (25-216 molecules) using the new FFLUX model reveal that incorporating charge-quadrupole, dipole-dipole, and quadrupole-charge interactions into the description of the electrostatics results in significant changes to the intermolecular structuring of the water molecules. © 2019 The Authors. Journal of Computational Chemistry published by Wiley Periodicals, Inc.
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Affiliation(s)
- Zak E. Hughes
- Manchester Institute of Biotechnology, The University of ManchesterManchesterM1 7DNUnited Kingdom
- Department of ChemistryThe University of ManchesterManchesterM13 9PLUnited Kingdom
- School of Chemistry and Biosciences, University of BradfordBradfordBD7 1DPUnited Kingdom
| | - Emmanuel Ren
- Manchester Institute of Biotechnology, The University of ManchesterManchesterM1 7DNUnited Kingdom
- Department of ChemistryThe University of ManchesterManchesterM13 9PLUnited Kingdom
| | - Joseph C. R. Thacker
- Manchester Institute of Biotechnology, The University of ManchesterManchesterM1 7DNUnited Kingdom
- Department of ChemistryThe University of ManchesterManchesterM13 9PLUnited Kingdom
| | - Benjamin C. B. Symons
- Manchester Institute of Biotechnology, The University of ManchesterManchesterM1 7DNUnited Kingdom
- Department of ChemistryThe University of ManchesterManchesterM13 9PLUnited Kingdom
| | - Arnaldo F. Silva
- Manchester Institute of Biotechnology, The University of ManchesterManchesterM1 7DNUnited Kingdom
- Department of ChemistryThe University of ManchesterManchesterM13 9PLUnited Kingdom
| | - Paul L. A. Popelier
- Manchester Institute of Biotechnology, The University of ManchesterManchesterM1 7DNUnited Kingdom
- Department of ChemistryThe University of ManchesterManchesterM13 9PLUnited Kingdom
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3
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Yuan Y, Zhang Z, Mills MJL, Hu R, Zhang R. Assessing Force Field Potential Energy Function Accuracy via a Multipolar Description of Atomic Electrostatic Interactions in RNA. J Chem Inf Model 2018; 58:2239-2254. [PMID: 30362754 DOI: 10.1021/acs.jcim.8b00328] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Computational investigations of RNA properties often rely on a molecular mechanical approach to define molecular potential energy. Force fields for RNA typically employ a point charge model of electrostatics, which does not provide a realistic quantum-mechanical picture. In reality, electron distributions around nuclei are not spherically symmetric and are geometry dependent. A multipole expansion method which allows for incorporation of polarizability and anisotropy in a force field is described, and its applicability to modeling the behavior of RNA molecules is investigated. Transferability of the model, critical for force field development, is also investigated.
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Affiliation(s)
- Yongna Yuan
- School of Information Science & Engineering , Lanzhou University , Lanzhou , Gansu 730000 , China
| | - Zhuangzhuang Zhang
- School of Information Science & Engineering , Lanzhou University , Lanzhou , Gansu 730000 , China
| | | | - Rongjing Hu
- School of Information Science & Engineering , Lanzhou University , Lanzhou , Gansu 730000 , China
| | - Ruisheng Zhang
- School of Information Science & Engineering , Lanzhou University , Lanzhou , Gansu 730000 , China
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4
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Unke OT, Devereux M, Meuwly M. Minimal distributed charges: Multipolar quality at the cost of point charge electrostatics. J Chem Phys 2018; 147:161712. [PMID: 29096479 DOI: 10.1063/1.4993424] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Most empirical force fields use atom-centered point charges (PCs) to represent the electrostatic potential (ESP) around molecules. While such PC models are computationally efficient, they are unable to capture anisotropic electronic features, such as σ holes or lone pairs. These features are better described using atomic multipole (MTP) moments, which significantly improve the quality of the resulting ESP. However, the improvement comes at the expense of a considerably increased computational complexity and cost for calculating the interaction energies and forces. In the present work, a novel minimal distributed charge model (MDCM) based on off-centered point charges is presented and the quality of the resulting ESP is compared to the performance of MTPs and atom-centered PC models for several test molecules. All three models are fitted using the same algorithm based on differential evolution, which is available as a Fortran90 program from the authors upon request. We show that the MDCM is capable of approximating the reference ab initio ESP with an accuracy as good as, or better than, MTPs without the need for computationally expensive higher order multipoles. Further it is demonstrated that the MDCM is numerically stable in molecular dynamics simulations and is able to reproduce electrostatic interaction energies and thermodynamic quantities with the same accuracy as MTPs at reduced computational cost.
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Affiliation(s)
- Oliver T Unke
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, CH-4056 Basel, Switzerland
| | - Mike Devereux
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, CH-4056 Basel, Switzerland
| | - Markus Meuwly
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, CH-4056 Basel, Switzerland
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5
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Stutzman LB, Escobedo FA, Tester JW. Heat capacities of supercritical fluids via Grand Canonical ensemble simulations. MOLECULAR SIMULATION 2018. [DOI: 10.1080/08927022.2017.1355553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Lauren B. Stutzman
- Chemical and Biomolecular Engineering, Cornell Energy Institute, Cornell University, Ithaca, NY, USA
| | - Fernando A. Escobedo
- Chemical and Biomolecular Engineering, Cornell Energy Institute, Cornell University, Ithaca, NY, USA
| | - Jefferson W. Tester
- Chemical and Biomolecular Engineering, Cornell Energy Institute, Cornell University, Ithaca, NY, USA
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6
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Transferable kriging machine learning models for the multipolar electrostatics of helical deca-alanine. Theor Chem Acc 2015. [DOI: 10.1007/s00214-015-1739-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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7
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Hughes TJ, Kandathil SM, Popelier PLA. Accurate prediction of polarised high order electrostatic interactions for hydrogen bonded complexes using the machine learning method kriging. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2015; 136 Pt A:32-41. [PMID: 24274986 DOI: 10.1016/j.saa.2013.10.059] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2013] [Revised: 09/02/2013] [Accepted: 10/15/2013] [Indexed: 06/02/2023]
Abstract
As intermolecular interactions such as the hydrogen bond are electrostatic in origin, rigorous treatment of this term within force field methodologies should be mandatory. We present a method able of accurately reproducing such interactions for seven van der Waals complexes. It uses atomic multipole moments up to hexadecupole moment mapped to the positions of the nuclear coordinates by the machine learning method kriging. Models were built at three levels of theory: HF/6-31G(**), B3LYP/aug-cc-pVDZ and M06-2X/aug-cc-pVDZ. The quality of the kriging models was measured by their ability to predict the electrostatic interaction energy between atoms in external test examples for which the true energies are known. At all levels of theory, >90% of test cases for small van der Waals complexes were predicted within 1 kJ mol(-1), decreasing to 60-70% of test cases for larger base pair complexes. Models built on moments obtained at B3LYP and M06-2X level generally outperformed those at HF level. For all systems the individual interactions were predicted with a mean unsigned error of less than 1 kJ mol(-1).
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Affiliation(s)
- Timothy J Hughes
- Manchester Institute of Biotechnology (MIB), 131 Princess Street, Manchester M1 7DN, United Kingdom; School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
| | - Shaun M Kandathil
- Manchester Institute of Biotechnology (MIB), 131 Princess Street, Manchester M1 7DN, United Kingdom; School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
| | - Paul L A Popelier
- Manchester Institute of Biotechnology (MIB), 131 Princess Street, Manchester M1 7DN, United Kingdom; School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom.
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8
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Devereux M, Raghunathan S, Fedorov DG, Meuwly M. A Novel, Computationally Efficient Multipolar Model Employing Distributed Charges for Molecular Dynamics Simulations. J Chem Theory Comput 2014; 10:4229-41. [PMID: 26588121 DOI: 10.1021/ct500511t] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
A truncated multipole expansion can be re-expressed exactly using an appropriate arrangement of point charges. This means that groups of point charges that are shifted away from nuclear coordinates can be used to achieve accurate electrostatics for molecular systems. We introduce a multipolar electrostatic model formulated in this way for use in computationally efficient multipolar molecular dynamics simulations with well-defined forces and energy conservation in NVE (constant number-volume-energy) simulations. A framework is introduced to distribute torques arising from multipole moments throughout a molecule, and a refined fitting approach is suggested to obtain atomic multipole moments that are optimized for accuracy and numerical stability in a force field context. The formulation of the charge model is outlined as it has been implemented into CHARMM, with application to test systems involving H2O and chlorobenzene. As well as ease of implementation and computational efficiency, the approach can be used to provide snapshots for multipolar QM/MM calculations in QM/MM-MD studies and easily combined with a standard point-charge force field to allow mixed multipolar/point charge simulations of large systems.
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Affiliation(s)
- Mike Devereux
- Universität Basel , Departement Chemie, Klingelbergstrasse 80, CH-4056 Basel, Switzerland
| | - Shampa Raghunathan
- Universität Basel , Departement Chemie, Klingelbergstrasse 80, CH-4056 Basel, Switzerland
| | - Dmitri G Fedorov
- NRI, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Umezono, Tsukuba, Ibaraki 305-8568, Japan
| | - Markus Meuwly
- Universität Basel , Departement Chemie, Klingelbergstrasse 80, CH-4056 Basel, Switzerland
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9
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Mills MJL, Popelier PLA. Electrostatic Forces: Formulas for the First Derivatives of a Polarizable, Anisotropic Electrostatic Potential Energy Function Based on Machine Learning. J Chem Theory Comput 2014; 10:3840-56. [DOI: 10.1021/ct500565g] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Matthew J. L. Mills
- Manchester
Institute of Biotechnology (MIB), University of Manchester, 131 Princess
Street, Manchester M1 7DN, Great Britain
| | - Paul L. A. Popelier
- School
of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, Great Britain
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10
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Spherical tensor multipolar electrostatics and smooth particle mesh Ewald summation: a theoretical study. J Mol Model 2014; 20:2256. [DOI: 10.1007/s00894-014-2256-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2013] [Accepted: 04/22/2014] [Indexed: 10/25/2022]
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11
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Fletcher TL, Kandathil SM, Popelier PLA. The prediction of atomic kinetic energies from coordinates of surrounding atoms using kriging machine learning. Theor Chem Acc 2014. [DOI: 10.1007/s00214-014-1499-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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12
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13
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Bereau T, Kramer C, Meuwly M. Leveraging Symmetries of Static Atomic Multipole Electrostatics in Molecular Dynamics Simulations. J Chem Theory Comput 2013; 9:5450-9. [DOI: 10.1021/ct400803f] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Tristan Bereau
- Department
of Chemistry, University of Basel, 4056 Basel, Switzerland
| | - Christian Kramer
- Institute
of General, Inorganic and Theoretical Chemistry, and Center for Molecular
Biosciences Innsbruck (CMBI), University of Innsbruck, 6020 Innsbruck, Austria
| | - Markus Meuwly
- Department
of Chemistry, University of Basel, 4056 Basel, Switzerland
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14
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Yuan Y, Mills MJL, Popelier PLA. Multipolar electrostatics for proteins: Atom-atom electrostatic energies in crambin. J Comput Chem 2013; 35:343-59. [DOI: 10.1002/jcc.23469] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2013] [Revised: 09/04/2013] [Accepted: 09/29/2013] [Indexed: 12/31/2022]
Affiliation(s)
- Yongna Yuan
- Manchester Institute of Biotechnology (MIB); 131 Princess Street Manchester M1 7DN United Kingdom
- School of Chemistry, University of Manchester; Oxford Road Manchester M13 9PL United Kingdom
| | - Matthew J. L. Mills
- Manchester Institute of Biotechnology (MIB); 131 Princess Street Manchester M1 7DN United Kingdom
- School of Chemistry, University of Manchester; Oxford Road Manchester M13 9PL United Kingdom
| | - Paul L. A. Popelier
- Manchester Institute of Biotechnology (MIB); 131 Princess Street Manchester M1 7DN United Kingdom
- School of Chemistry, University of Manchester; Oxford Road Manchester M13 9PL United Kingdom
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15
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Kandathil SM, Fletcher TL, Yuan Y, Knowles J, Popelier PLA. Accuracy and tractability of a kriging model of intramolecular polarizable multipolar electrostatics and its application to histidine. J Comput Chem 2013; 34:1850-61. [PMID: 23720381 DOI: 10.1002/jcc.23333] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2013] [Revised: 04/23/2013] [Accepted: 04/24/2013] [Indexed: 11/05/2022]
Abstract
We propose a generic method to model polarization in the context of high-rank multipolar electrostatics. This method involves the machine learning technique kriging, here used to capture the response of an atomic multipole moment of a given atom to a change in the positions of the atoms surrounding this atom. The atoms are malleable boxes with sharp boundaries, they do not overlap and exhaust space. The method is applied to histidine where it is able to predict atomic multipole moments (up to hexadecapole) for unseen configurations, after training on 600 geometries distorted using normal modes of each of its 24 local energy minima at B3LYP/apc-1 level. The quality of the predictions is assessed by calculating the Coulomb energy between an atom for which the moments have been predicted and the surrounding atoms (having exact moments). Only interactions between atoms separated by three or more bonds ("1, 4 and higher" interactions) are included in this energy error. This energy is compared with that of a central atom with exact multipole moments interacting with the same environment. The resulting energy discrepancies are summed for 328 atom-atom interactions, for each of the 29 atoms of histidine being a central atom in turn. For 80% of the 539 test configurations (outside the training set), this summed energy deviates by less than 1 kcal mol(-1).
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Affiliation(s)
- Shaun M Kandathil
- Manchester Institute of Biotechnology, 131 Princess Street, Manchester, M1 7DN, United Kingdom
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16
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Beker W, Langner KM, Dyguda-Kazimierowicz E, Feliks M, Sokalski WA. Low cost prediction of relative stabilities of hydrogen bonded complexes from atomic multipole moments for overly short intermolecular distances. J Comput Chem 2013; 34:1797-9. [DOI: 10.1002/jcc.23326] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Revised: 04/17/2013] [Accepted: 04/19/2013] [Indexed: 11/07/2022]
Affiliation(s)
- Wiktor Beker
- Institute of Physical and Theoretical Chemistry, Department of Chemistry, Wrocław University of Technology; 50-370 Wrocław, Poland
| | - Karol M. Langner
- Leiden Institute of Chemistry, 2300 RA Leiden University; Leiden, The NetherlandsDpt. Molecular Physiology and Biological Physics, University of Virginia, Charlottesville, VA 22908, USA
| | - Edyta Dyguda-Kazimierowicz
- Institute of Physical and Theoretical Chemistry, Department of Chemistry, Wrocław University of Technology; 50-370 Wrocław, Poland
| | - Mikołaj Feliks
- Institut de Biologie Structurale, F-38027; Grenoble France
| | - W. Andrzej Sokalski
- Institute of Physical and Theoretical Chemistry, Department of Chemistry, Wrocław University of Technology; 50-370 Wrocław, Poland
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17
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Mills MJL, Hawe GI, Handley CM, Popelier PLA. Unified approach to multipolar polarisation and charge transfer for ions: microhydrated Na+. Phys Chem Chem Phys 2013; 15:18249-61. [DOI: 10.1039/c3cp53204f] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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18
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Liem SY, Shaik MS, Popelier PLA. Aqueous Imidazole Solutions: A Structural Perspective from Simulations with High-Rank Electrostatic Multipole Moments. J Phys Chem B 2011; 115:11389-98. [DOI: 10.1021/jp2053234] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Steven Y. Liem
- Manchester Interdisciplinary Biocentre, University of Manchester, 131 Princess Street, Manchester M1 7DN, Great Britain
| | - Majeed S. Shaik
- Manchester Interdisciplinary Biocentre, University of Manchester, 131 Princess Street, Manchester M1 7DN, Great Britain
| | - Paul L. A. Popelier
- Manchester Interdisciplinary Biocentre, University of Manchester, 131 Princess Street, Manchester M1 7DN, Great Britain
- School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, Great Britain
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19
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Mata I, Molins E, Alkorta I, Espinosa E. Tuning the Interaction Energy of Hydrogen Bonds: The Effect of the Substituent. J Phys Chem A 2011; 115:12561-71. [DOI: 10.1021/jp202917z] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Ignasi Mata
- Institut de Ciència de Materials de Barcelona (ICMAB-CSIC), Campus UAB, 08193 Bellaterra, Spain
| | - Elies Molins
- Institut de Ciència de Materials de Barcelona (ICMAB-CSIC), Campus UAB, 08193 Bellaterra, Spain
| | - Ibon Alkorta
- Instituto de Química Médica (IQM-CSIC), Juan de la Cierva, 3, 28006 Madrid, Spain
| | - Enrique Espinosa
- Laboratorie de Cristallographie, Résonance Magnétique et Modélisations, CRM2, UMR CNRS 7036, Institut Jean Barriol, Nancy-Université, BP 70239, 54506 Vandoeuvre-lès-Nancy, France
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20
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Friedrich J, Perlt E, Roatsch M, Spickermann C, Kirchner B. Coupled Cluster in Condensed Phase. Part I: Static Quantum Chemical Calculations of Hydrogen Fluoride Clusters. J Chem Theory Comput 2011; 7:843-51. [DOI: 10.1021/ct100131c] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Joachim Friedrich
- Institute for Chemistry, Chemnitz University of Technology, Strasse der Nationen 62, 09111 Chemnitz, Germany
| | - Eva Perlt
- Wilhelm-Ostwald-Institut für Physikalische und Theoretische Chemie, Universität Leipzig, Linnéstrasse 2, D-04103 Leipzig, Germany
| | - Martin Roatsch
- Wilhelm-Ostwald-Institut für Physikalische und Theoretische Chemie, Universität Leipzig, Linnéstrasse 2, D-04103 Leipzig, Germany
| | - Christian Spickermann
- Wilhelm-Ostwald-Institut für Physikalische und Theoretische Chemie, Universität Leipzig, Linnéstrasse 2, D-04103 Leipzig, Germany
| | - Barbara Kirchner
- Wilhelm-Ostwald-Institut für Physikalische und Theoretische Chemie, Universität Leipzig, Linnéstrasse 2, D-04103 Leipzig, Germany
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21
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Costa Cabral BJ, Coutinho K, Canuto S. Electronic properties of liquid hydrogen fluoride: A sequential quantum mechanical/Born–Oppenheimer molecular dynamics approach. Chem Phys Lett 2010. [DOI: 10.1016/j.cplett.2010.06.040] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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22
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23
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Devereux M, Plattner N, Meuwly M. Application of multipolar charge models and molecular dynamics simulations to study stark shifts in inhomogeneous electric fields. J Phys Chem A 2010; 113:13199-209. [PMID: 19681623 DOI: 10.1021/jp903954t] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Atomic multipole moments are used to investigate vibrational frequency shifts of CO and H(2) in uniform and inhomogeneous electric fields using ab initio calculations and Molecular Dynamics (MD) simulations. The importance of using atomic multipole moments that can accurately represent both molecular electrostatics and the vibrational response of the molecule to changes in the local electric field is highlighted. The vibrational response of CO to applied uniform and inhomogeneous electric fields is examined using Density Functional Theory calculations for a range of test fields, and the results are used to assess the performance of different atomic multipole models. In uniform fields, the calculated Stark tuning rates of Deltamu = 0.52 cm(-1)/(MV/cm) (DFT), Deltamu = 0.55 cm(-1)/(MV/cm) (fluctuating three-point charge model), and Deltamu = 0.64 cm(-1)/(MV/cm) (Multipole model up to octupole), compare favorably with the experimentally measured value of 0.67 cm(-1)/(MV/cm). For H(2), which has no permanent dipole moment, CCSD(T) calculations demonstrate the importance of bond-weakening effects in force fields in response to the applied inhomogeneous electric field. Finally, CO in hexagonal ice is considered as a test system to highlight the performance of selected multipolar models in MD simulations. The approach discussed here can be applied to calibrate a range of multipolar charge models for diatomic probes, with applications to interpret Stark spectroscopy measurements in protein active sites.
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Affiliation(s)
- Michael Devereux
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, 4056 Basel, Switzerland.
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24
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Shaik MS, Liem SY, Yuan Y, Popelier PLA. Simulation of liquid imidazole using a high-rank quantum topological electrostatic potential. Phys Chem Chem Phys 2010; 12:15040-55. [DOI: 10.1039/c0cp00417k] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- Majeed S Shaik
- Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, Univ. of Manchester, Manchester M1 7DN, UK
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25
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Abstract
Abstract
The DL_POLY package provides a set of classical molecular dynamics programs that have application over a wide range of atomic and molecular systems. Written for parallel computers they offer capabilities stretching from small systems consisting of a few hundred atoms running on a single processor, up to systems of several million atoms running on massively parallel computers with thousands of processors. In this article we describe the structure of the programs and some applications.
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26
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Handley CM, Popelier PLA. Dynamically Polarizable Water Potential Based on Multipole Moments Trained by Machine Learning. J Chem Theory Comput 2009; 5:1474-89. [DOI: 10.1021/ct800468h] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Chris M. Handley
- Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, Manchester M1 7DN, Great Britain and School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, Great Britain
| | - Paul L. A. Popelier
- Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, Manchester M1 7DN, Great Britain and School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, Great Britain
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27
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Handley CM, Hawe GI, Kell DB, Popelier PLA. Optimal construction of a fast and accurate polarisable water potential based on multipole moments trained by machine learning. Phys Chem Chem Phys 2009; 11:6365-76. [DOI: 10.1039/b905748j] [Citation(s) in RCA: 106] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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28
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Darley MG, Popelier PLA. Role of Short-Range Electrostatics in Torsional Potentials. J Phys Chem A 2008; 112:12954-65. [DOI: 10.1021/jp803271w] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Michael G. Darley
- Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, The University of Manchester, Manchester M1 7DN, Great Britain
| | - Paul L. A. Popelier
- Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, The University of Manchester, Manchester M1 7DN, Great Britain
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Darley MG, Handley CM, Popelier PLA. Beyond Point Charges: Dynamic Polarization from Neural Net Predicted Multipole Moments. J Chem Theory Comput 2008; 4:1435-48. [DOI: 10.1021/ct800166r] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Michael G. Darley
- Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, Manchester M1 7DN, United Kingdom
| | - Chris M. Handley
- Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, Manchester M1 7DN, United Kingdom
| | - Paul L. A. Popelier
- Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, Manchester M1 7DN, United Kingdom
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Pilmé J, Piquemal JP. Advancing beyond charge analysis using the electronic localization function: Chemically intuitive distribution of electrostatic moments. J Comput Chem 2008; 29:1440-9. [PMID: 18293309 DOI: 10.1002/jcc.20904] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
We propose here an evaluation of chemically intuitive distributed electrostatic moments using the topological analysis of the electron localization function (ELF). As this partition of the total charge density provides an accurate representation of the molecular dipole, the distributed electrostatic moments based on the ELF partition (DEMEP) allows computing of local moments located at non atomic centers such as lone pairs, sigma bonds and pi systems. As the local dipole contribution can be decomposed in polarization and charge transfer components, our results indicate that local dipolar polarization of the lone pairs and chemical reactivity are closely related whereas the charge transfer contribution is the key factor driving the local bond dipole. Results on relevant molecules show that local dipole contributions can be used to rationalize inductive polarization effects in alcohols derivatives and typical hydrogen bond interactions. Moreover, bond quadrupole polarization moments being related to a pi character enable to discuss bond multiplicities, and to sort families of molecules according to their bond order. That way, the nature of the C-O bond has been revisited for several typical systems by means of the DEMEP analysis which appears also helpful to discuss aromaticity. Special attention has been given to the carbon monoxide molecule, to the CuCO complex and to a weak intramolecular N|-CO interaction involved in several biological systems. In this latter case, it is confirmed that the bond formation is mainly linked to the CO bond polarization. Transferability tests show that the approach is suitable for the design of advanced force fields.
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Affiliation(s)
- Julien Pilmé
- Faculté de pharmacie, Université de Lyon, Université Lyon 1, F-69373 Lyon, Cedex 08, France.
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31
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Liem SY, Popelier PLA. Properties and 3D Structure of Liquid Water: A Perspective from a High-Rank Multipolar Electrostatic Potential. J Chem Theory Comput 2008; 4:353-65. [DOI: 10.1021/ct700266n] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Steven Y. Liem
- School of Chemistry, The University of Manchester, Oxford Road, Manchester M13 9PL, Great Britain, and Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, Manchester M1 7DN, Great Britain
| | - Paul L. A. Popelier
- School of Chemistry, The University of Manchester, Oxford Road, Manchester M13 9PL, Great Britain, and Manchester Interdisciplinary Biocentre (MIB), 131 Princess Street, Manchester M1 7DN, Great Britain
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32
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Cisneros GA, Tholander SNI, Parisel O, Darden TA, Elking D, Perera L, Piquemal JP. Simple Formulas for Improved Point-Charge Electrostatics in Classical Force Fields and Hybrid Quantum Mechanical/Molecular Mechanical Embedding. INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY 2008; 108:1905-1912. [PMID: 19606279 PMCID: PMC2709874 DOI: 10.1002/qua.21675] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
We present a simple damping scheme for point-charge electrostatics that could be used directly in classical force fields. The approach acts at the charge (or monopole) level only and allows the inclusion of short-range electrostatic penetration effects at a very low cost. Results are compared with density functional theory Coulomb intermolecular interaction energies and with several other methods such as distributed multipoles, damped distributed multipoles, and transferable Hermite-Gaussian densities. Realistic trends in the interactions are observed for atom-centered Mertz-Kollman corrected point-charge distributions. The approach allows increasing the selectivity of parameters in the case of metal complexes. In addition, two QM/MM calculations are presented where the damping function is employed to include the MM atoms located at the QM/MM boundary. The first calculation corresponds to the gas-phase proton transfer of aspartic acid through water and the second is the first step of the reaction catalyzed by the 4-oxalocrotonate tautomerase (4OT) enzyme. First, improved agreement is observed when using the damping approach compared with the conventional excluded charge method or when including all charges in the calculation. Second, in the case of 4OT, the damped charge approach is in agreement with previous calculations, whereas including all charges gives a significantly higher energy barrier. In both cases, no reparameterization of the van der Waals part of the force field was performed.
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Affiliation(s)
- G. A. Cisneros
- Laboratory of Structural Biology, National Institute of Environmental Health Sciences, P.O. Box 12233, MD F0-08, 111 TW. Alexander Dr., NC 27709
| | - S. Na-Im Tholander
- UPMC Univ Paris 06, UMR 7616, Laboratoire de Chimie Théorique, Case Courrier 137, 4 Place Jussieu, F-75005 Paris, France
- CNRS, UMR 7616, Laboratoire de Chimie Théorique, Case Courrier 137, 4 Place Jussieu, F-75005 Paris, France
| | - O. Parisel
- UPMC Univ Paris 06, UMR 7616, Laboratoire de Chimie Théorique, Case Courrier 137, 4 Place Jussieu, F-75005 Paris, France
- CNRS, UMR 7616, Laboratoire de Chimie Théorique, Case Courrier 137, 4 Place Jussieu, F-75005 Paris, France
| | - T. A. Darden
- Laboratory of Structural Biology, National Institute of Environmental Health Sciences, P.O. Box 12233, MD F0-08, 111 TW. Alexander Dr., NC 27709
| | - D. Elking
- Laboratory of Structural Biology, National Institute of Environmental Health Sciences, P.O. Box 12233, MD F0-08, 111 TW. Alexander Dr., NC 27709
| | - L. Perera
- Laboratory of Structural Biology, National Institute of Environmental Health Sciences, P.O. Box 12233, MD F0-08, 111 TW. Alexander Dr., NC 27709
| | - J.-P. Piquemal
- UPMC Univ Paris 06, UMR 7616, Laboratoire de Chimie Théorique, Case Courrier 137, 4 Place Jussieu, F-75005 Paris, France
- CNRS, UMR 7616, Laboratoire de Chimie Théorique, Case Courrier 137, 4 Place Jussieu, F-75005 Paris, France
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33
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Izvekov S, Voth GA. Effective force field for liquid hydrogen fluoride from ab initio molecular dynamics simulation using the force-matching method. J Phys Chem B 2007; 109:6573-86. [PMID: 16851738 DOI: 10.1021/jp0456685] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A recently developed force-matching method for obtaining effective force fields for condensed matter systems from ab initio molecular dynamics (MD) simulations has been applied to fit a simple nonpolarizable two-site pairwise force field for liquid hydrogen fluoride. The ab initio MD in this case was a Car-Parrinello (CP) MD simulation of 64 HF molecules at nearly ambient conditions within the Becke-Lee-Yang-Parr approximation to the electronic density functional theory. The force-matching procedure included a fit of short-ranged nonbonded forces, bonded forces, and atomic partial charges. The performance of the force-match potential was examined for the gas-phase dimer and for the liquid phase at various temperatures. The model was able to reproduce correctly the bent structure and energetics of the gas-phase dimer, while the results for the structural properties, self-diffusion, vibrational spectra, density, and thermodynamic properties of liquid HF were compared to both experiment and the CP MD simulation. The force-matching model performs well in reproducing nearly all of the liquid properties as well as the aggregation behavior at different temperatures. The model is computationally cheap and compares favorably to many more computationally expensive potential energy functions for liquid HF.
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Affiliation(s)
- Sergei Izvekov
- Department of Chemistry and Center for Biophysical Modeling and Simulation, University of Utah, 315 South 1400 East Room 2020, Salt Lake City, Utah 84112-0850, USA
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McLain SE, Benmore CJ, Siewenie JE, Molaison JJ, Turner JFC. On the variation of the structure of liquid deuterium fluoride with temperature. J Chem Phys 2007; 121:6448-55. [PMID: 15446944 DOI: 10.1063/1.1790432] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The structure of liquid deuterium fluoride has been measured using pulsed neutron diffraction and high energy x-ray diffraction techniques as a function of temperature. The neutron experiments were performed at T=296+/-2 K, 246+/-2 K, and 193+/-2 K and the x-ray measurements carried out at 296+/-2 K and 195+/-2 K. The x-ray pair correlation functions, which are dominated by fluorine-fluorine interactions, show the first peak at approximately 2.53+/-0.05 A remains very nearly invariant with decreasing temperature. Peaks around 4.5 and 5.0 A also appear at both temperatures in the x-ray data. In contrast, the intermolecular peaks in the total neutron pair correlation function show that significant systematic local structural changes occur as the temperature is lowered. The first intermolecular peak position shortens from 1.64+/-0.05 A at 296 K to 1.56+/-0.05 A at 195 K. Although there are overlapping contributions from the intermolecular hydrogen-fluorine and hydrogen-hydrogen correlations, it is clear that the temperature dependent structural changes are largely due to a rearrangement of the deuterium atom positions in the fluid. By comparison with partial structure factor data the hydrogen bonds appear to become more linear at lower temperatures.
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Affiliation(s)
- S E McLain
- Department of Chemistry, University of Tennessee, Knoxville, Tennessee 37996-1600, USA
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Abstract
The construction of a high-rank multipolar force field (for peptides) is a complex task, leading to several intermediate questions in need of a clear answer. Here we focus on the convergence of the (electrostatic) multipolar expansion at medium and long range. Using molecular electron densities, quantum chemical topology (QCT) defines the atoms as finite volumes, each endowed with multipole moments. The terms in the multipole expansion are grouped according to powers of the internuclear distance, R(-L). Given two atom types at a given distance, we determine which rank (L) is necessary for the electrostatic energy to converge to the exact interaction energy within a certain error. With this information, the rank of the expansion for each interaction can be adapted to the required accuracy and the available computing power.
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Affiliation(s)
- Michel Rafat
- School of Chemistry, University of Manchester, Faraday Building, North Campus, Manchester M60 1QD, Great Britain, United Kingdom
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36
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Price SL, Hamad S, Torrisi A, Karamertzanis PG, Leslie M, Catlow CRA. Applications Of Dl_poly And Dl_multi To Organic Molecular Crystals. MOLECULAR SIMULATION 2006. [DOI: 10.1080/08927020600880810] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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37
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Popelier PLA. Quantum Chemical Topology: on Bonds and Potentials. INTERMOLECULAR FORCES AND CLUSTERS I 2005. [DOI: 10.1007/b135617] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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