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Kondo T, Sasaki T, Ruiz-Barragan S, Ribas-Ariño J, Shiga M. Refined metadynamics through canonical sampling using time-invariant bias potential: A study of polyalcohol dehydration in hot acidic solutions. J Comput Chem 2020; 42:156-165. [PMID: 33124054 DOI: 10.1002/jcc.26443] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 10/13/2020] [Accepted: 10/17/2020] [Indexed: 12/17/2022]
Abstract
We propose a canonical sampling method to refine metadynamics simulations a posteriori, where the hills obtained from metadynamics are used as a time-invariant bias potential. In this way, the statistical error in the computed reaction barriers is reduced by an efficient sampling of the collective variable space at the free energy level of interest. This simple approach could be useful particularly when two or more free energy barriers are to be compared among chemical reactions in different or competing conditions. The method was then applied to study the acid dependence of polyalcohol dehydration reactions in high-temperature aqueous solutions. It was found that the reaction proceeds consistently via an SN 2 mechanism, whereby the free energy of protonation of the hydroxyl group created as an intermediate is affected significantly by the acidic species. Although demonstration is shown for a specific problem, the computational method suggested herein could be generally used for simulations of complex reactions in the condensed phase.
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Affiliation(s)
- Tomomi Kondo
- Department of Complexity Science and Engineering, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan.,Center for Computational Science and e-Systems, Japan Atomic Energy Agency, Chiba, Japan
| | - Takehiko Sasaki
- Department of Complexity Science and Engineering, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan
| | - Sergi Ruiz-Barragan
- Center for Computational Science and e-Systems, Japan Atomic Energy Agency, Chiba, Japan
| | - Jordi Ribas-Ariño
- Departament de Ciència dels Materials i Química Física and IQTCUB, Universitat de Barcelona, Barcelona, Spain
| | - Motoyuki Shiga
- Center for Computational Science and e-Systems, Japan Atomic Energy Agency, Chiba, Japan
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Ono J, Nakai H. Weighted histogram analysis method for multiple short-time metadynamics simulations. Chem Phys Lett 2020. [DOI: 10.1016/j.cplett.2020.137384] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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Rizzi V, Mendels D, Sicilia E, Parrinello M. Blind Search for Complex Chemical Pathways Using Harmonic Linear Discriminant Analysis. J Chem Theory Comput 2019; 15:4507-4515. [DOI: 10.1021/acs.jctc.9b00358] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Valerio Rizzi
- Department of Chemistry and Applied Biosciences, ETH Zurich, c/o USI Campus, Via Giuseppe Buffi 13, CH-6900, Lugano, Ticino, Switzerland
- Facoltà di Informatica, Istituto di Scienze Computazionali, Università della Svizzera italiana (USI), Via Giuseppe Buffi 13, CH-6900, Lugano, Ticino, Switzerland
| | - Dan Mendels
- Department of Chemistry and Applied Biosciences, ETH Zurich, c/o USI Campus, Via Giuseppe Buffi 13, CH-6900, Lugano, Ticino, Switzerland
- Facoltà di Informatica, Istituto di Scienze Computazionali, Università della Svizzera italiana (USI), Via Giuseppe Buffi 13, CH-6900, Lugano, Ticino, Switzerland
- Institute for Molecular Engineering, University of Chicago, Chicago, Illinois 60637, United States
| | - Emilia Sicilia
- Dipartimento di Chimica e Tecnologie Chimiche, Università della Calabria, 87036 Rende CS, Italy
| | - Michele Parrinello
- Department of Chemistry and Applied Biosciences, ETH Zurich, c/o USI Campus, Via Giuseppe Buffi 13, CH-6900, Lugano, Ticino, Switzerland
- Facoltà di Informatica, Istituto di Scienze Computazionali, Università della Svizzera italiana (USI), Via Giuseppe Buffi 13, CH-6900, Lugano, Ticino, Switzerland
- Istituto Italiano di Tecnologia (IIT), Via Morego, 30, 16163 Genova GE, Italy
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