1
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Guo J, Albesa A, Wexler C. Advantages of Multidimensional Biasing in Accelerated Dynamics: Application to the Calculation of the Acid p Ka for Acetic Acid. J Phys Chem B 2023; 127:8446-8455. [PMID: 37738501 DOI: 10.1021/acs.jpcb.3c03795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/24/2023]
Abstract
The use of accelerated sampling methods such as metadynamics has shown a significant advantage in calculations that involve infrequent events, which would otherwise require sampling a prohibitive number of configurations to determine the difference in free energies between two or more chemically distinct states such as in the calculation of acid dissociation constants Ka. In this case, the most common method is to bias the system via a single collective variable (CV) representing the coordination number of the proton donor group, which yields results in reasonable agreement with experiments. Here we study the deprotonation of acetic acid using the reactive force field ReaxFF and observe a significant dependence of Ka on the simulation box size when biasing only the coordination number CV, which is due to incomplete sampling of the deprotonated state for small simulation systems and inefficient sampling for larger ones. Incorporating a second CV representing the distance between the H3O+ cation and the acetate anion results in substantially more efficient sampling, both accelerating the dynamics and virtually eliminating the computational box size dependence.
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Affiliation(s)
- Jiasen Guo
- Department of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States
| | - Alberto Albesa
- Department of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States
- INIFTA, Universidad Nacional de La Plata, B1900 La Plata, Argentina
| | - Carlos Wexler
- Department of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211, United States
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2
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Pooventhiran T, Alzahrani AYA, Rajimon K, Thomas R. Solvent interaction and dynamics of neurotransmitters ‐aspartic acid and ‐glutamic acid with water and ethanol. J Mol Struct 2023. [DOI: 10.1016/j.molstruc.2022.134347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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3
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Thomas R, Pooventhiran T, Bakht MA, Alzahrani AY, Salem MA. Study of interaction between different solvents and neurotransmitters dopamine, l-adrenaline, and l-noradrenaline using LED, QTAIM and AIMD. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.120708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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4
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Thomas R, Pooventhiran T. Study of the dynamics of the Interaction of glycine and GABA with water and ethanol using theoretical tools. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.120721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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5
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Wang K, Li D, Zhao H, Li X, Sheng X. Unraveling the synergic effect of H2O in CO2 capture by aminoalcohols. COMPUT THEOR CHEM 2022. [DOI: 10.1016/j.comptc.2022.113905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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6
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Understanding the solvation dynamics of metformin in water using theoretical tools. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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7
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Evidence of significant non-covalent interactions in the solution of Levetiracetam in water and methanol. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119289] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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8
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Kollias L, Zhang D, Allec SI, Nguyen MT, Lee MS, Cantu DC, Rousseau R, Glezakou VA. Advanced Theory and Simulation to Guide the Development of CO 2 Capture Solvents. ACS OMEGA 2022; 7:12453-12466. [PMID: 35465123 PMCID: PMC9022203 DOI: 10.1021/acsomega.1c07398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 03/03/2022] [Indexed: 06/14/2023]
Abstract
Increasing atmospheric concentrations of greenhouse gases due to industrial activity have led to concerning levels of global warming. Reducing carbon dioxide (CO2) emissions, one of the main contributors to the greenhouse effect, is key to mitigating further warming and its negative effects on the planet. CO2 capture solvent systems are currently the only available technology deployable at scales commensurate with industrial processes. Nonetheless, designing these solvents for a given application is a daunting task requiring the optimization of both thermodynamic and transport properties. Here, we discuss the use of atomic scale modeling for computing reaction energetics and transport properties of these chemically complex solvents. Theoretical studies have shown that in many cases, one is dealing with a rich ensemble of chemical species in a coupled equilibrium that is often difficult to characterize and quantify by experiment alone. As a result, solvent design is a balancing act between multiple parameters which have optimal zones of effectiveness depending on the operating conditions of the application. Simulation of reaction mechanisms has shown that CO2 binding and proton transfer reactions create chemical equilibrium between multiple species and that the agglomeration of resulting ions and zwitterions can have profound effects on bulk solvent properties such as viscosity. This is balanced against the solvent systems needing to perform different functions (e.g., CO2 uptake and release) depending on the thermodynamic conditions (e.g., temperature and pressure swings). The latter constraint imposes a "Goldilocks" range of effective parameters, such as binding enthalpy and pK a, which need to be tuned at the molecular level. The resulting picture is that solvent development requires an integrated approach where theory and simulation can provide the necessary ingredients to balance competing factors.
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Affiliation(s)
- Loukas Kollias
- Basic
& Applied Molecular Foundations, Physical and Computational Sciences
Directorate, Pacific Northwest National
Laboratory, Richland, Washington 99352, United States
| | - Difan Zhang
- Basic
& Applied Molecular Foundations, Physical and Computational Sciences
Directorate, Pacific Northwest National
Laboratory, Richland, Washington 99352, United States
| | - Sarah I. Allec
- Basic
& Applied Molecular Foundations, Physical and Computational Sciences
Directorate, Pacific Northwest National
Laboratory, Richland, Washington 99352, United States
| | - Manh-Thuong Nguyen
- Basic
& Applied Molecular Foundations, Physical and Computational Sciences
Directorate, Pacific Northwest National
Laboratory, Richland, Washington 99352, United States
| | - Mal-Soon Lee
- Basic
& Applied Molecular Foundations, Physical and Computational Sciences
Directorate, Pacific Northwest National
Laboratory, Richland, Washington 99352, United States
| | - David C. Cantu
- Department
of Chemical and Materials Engineering, University
of Nevada, Reno, Reno, Nevada 89557, United States
| | - Roger Rousseau
- Basic
& Applied Molecular Foundations, Physical and Computational Sciences
Directorate, Pacific Northwest National
Laboratory, Richland, Washington 99352, United States
| | - Vassiliki-Alexandra Glezakou
- Basic
& Applied Molecular Foundations, Physical and Computational Sciences
Directorate, Pacific Northwest National
Laboratory, Richland, Washington 99352, United States
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9
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Morency M, Néron S, Iftimie R, Wuest JD. Predicting p Ka Values of Quinols and Related Aromatic Compounds with Multiple OH Groups. J Org Chem 2021; 86:14444-14460. [PMID: 34613729 DOI: 10.1021/acs.joc.1c01279] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Quinonoid compounds play central roles as redox-active agents in photosynthesis and respiration and are also promising replacements for inorganic materials currently used in batteries. To design new quinonoid compounds and predict their state of protonation and redox behavior under various conditions, their pKa values must be known. Methods that can predict the pKa values of simple phenols cannot reliably handle complex analogues in which multiple OH groups are present and may form intramolecular hydrogen bonds. We have therefore developed a straightforward method based on a linear relationship between experimental pKa values and calculated differences in energy between quinols and their deprotonated forms. Simple adjustments allow reliable predictions of pKa values when intramolecular hydrogen bonds are present. Our approach has been validated by showing that predicted and experimental values for over 100 quinols and related compounds differ by an average of only 0.3 units. This accuracy makes it possible to select proper pKa values when experimental data vary, predict the acidity of quinols and related compounds before they are made, and determine the sites and orders of deprotonation in complex structures with multiple OH groups.
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Affiliation(s)
- Mathieu Morency
- Département de Chimie, Université de Montréal, Montréal, Québec H2V 0B3, Canada
| | - Sébastien Néron
- Département de Chimie, Université de Montréal, Montréal, Québec H2V 0B3, Canada
| | - Radu Iftimie
- Département de Chimie, Université de Montréal, Montréal, Québec H2V 0B3, Canada
| | - James D Wuest
- Département de Chimie, Université de Montréal, Montréal, Québec H2V 0B3, Canada
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10
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Roet S, Daub CD, Riccardi E. Chemistrees: Data-Driven Identification of Reaction Pathways via Machine Learning. J Chem Theory Comput 2021; 17:6193-6202. [PMID: 34555907 PMCID: PMC8515787 DOI: 10.1021/acs.jctc.1c00458] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
![]()
We propose to analyze
molecular dynamics (MD) output via a supervised machine
learning (ML) algorithm, the decision tree.
The approach aims to identify the predominant geometric features which
correlate with trajectories that transition between two arbitrarily
defined states. The data-driven algorithm aims to identify these features
without the bias of human “chemical intuition”. We demonstrate
the method by analyzing the proton exchange reactions in formic acid
solvated in small water clusters. The simulations were performed with ab initio MD combined with a method to efficiently sample
the rare event, path sampling. Our ML analysis identified relevant
geometric variables involved in the proton transfer reaction and how
they may change as the number of solvating water molecules changes.
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Affiliation(s)
- Sander Roet
- Department of Chemistry, Norwegian University of Science and Technology, Høgskoleringen 5, 7491 Trondheim, Norway
| | - Christopher D Daub
- Department of Chemistry, University of Helsinki, P.O. Box 55, FI-00014 Helsinki, Finland
| | - Enrico Riccardi
- Department of Informatics, UiO, Gaustadalléen 23B, 0373 Oslo, Norway
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11
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Noroozi J, Smith WR. Force-Field-Based Computational Study of the Thermodynamics of a Large Set of Aqueous Alkanolamine Solvents for Post-Combustion CO 2 Capture. J Chem Inf Model 2021; 61:4497-4513. [PMID: 34435774 DOI: 10.1021/acs.jcim.1c00718] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The ability to predict the thermodynamic properties of amine species in CO2-loaded aqueous solutions, including their deprotonation (pKa) and carbamate to bicarbonate reversion (pKc) equilibrium constants and their corresponding standard reaction enthalpies, is of critical importance for the design of improved carbon capture solvents. In this study, we used isocoulombic forms of both reactions to determine these quantities for a large set of aqueous alkanolamine solvent systems. Our hybrid approach involves using classical molecular dynamics simulations with the general amber force field (GAFF) and semi-empirical AM1-BCC charges (GAFF/AM1-BCC) in the solution phase, combined with high-level composite quantum chemical ideal-gas calculations. We first determined a new force field (FF) for the hydronium ion (H3O+) by matching to the single experimental pKa data point for the well-known monoethanolamine system at 298.15 K. We then used this FF to predict the pKa values for 76 other amines at 298.15 K and for all 77 amines at elevated temperatures. Additionally, we indirectly relate the H3O+ hydration free energy to that of H+ and provide expressions for intrinsic hydration free energy and enthalpy of the proton. Using the derived H3O+ FF, we predicted the pKa values of a diverse set of alkanolamines with an overall average absolute deviation of less than 0.72 pKa units. Furthermore, the derived H3O+ FF is able to predict the protonation enthalpy of these amines when used with the GAFF. We also predicted the carbamate reversion constants of the primary and secondary amine species in the data set and their corresponding standard heats of reaction, which we compared with the scarcely available experimental data, which are often subject to significant uncertainty. Finally, we also described the influence of electronic and steric effects of different molecular fragments/groups on the stabilities of the carbamates.
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Affiliation(s)
- Javad Noroozi
- Department of Chemical Engineering, University of Waterloo, Waterloo Ontario N2L 3G1, Canada
| | - William R Smith
- Department of Chemical Engineering, University of Waterloo, Waterloo Ontario N2L 3G1, Canada.,Department of Mathematics and Statistics, University of Guelph, Guelph Ontario N1G 2W1, Canada.,Faculty of Science, Ontario Tech University, Oshawa Ontario L1H 7K4, Canada
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12
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Borah S, Kumar PP. Hydration structure of As–III aqueous solutions from ab initio molecular dynamics simulations. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2020.114056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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13
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Sakti AW, Nishimura Y, Nakai H. Recent advances in quantum‐mechanical molecular dynamics simulations of proton transfer mechanism in various water‐based environments. WIRES COMPUTATIONAL MOLECULAR SCIENCE 2020. [DOI: 10.1002/wcms.1419] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Aditya W. Sakti
- Element Strategy Initiative for Catalysts and Batteries (ESICB) Kyoto University Kyoto Japan
| | - Yoshifumi Nishimura
- Waseda Research Institute for Science and Engineering (WISE) Waseda University Tokyo Japan
| | - Hiromi Nakai
- Element Strategy Initiative for Catalysts and Batteries (ESICB) Kyoto University Kyoto Japan
- Waseda Research Institute for Science and Engineering (WISE) Waseda University Tokyo Japan
- Department of Chemistry and Biochemistry, School of Advanced Science and Engineering Waseda University Tokyo Japan
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14
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Daub CD, Halonen L. Ab Initio Molecular Dynamics Simulations of the Influence of Lithium Bromide Salt on the Deprotonation of Formic Acid in Aqueous Solution. J Phys Chem B 2019; 123:6823-6829. [PMID: 31310529 PMCID: PMC6750841 DOI: 10.1021/acs.jpcb.9b04618] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
The deprotonation of formic acid is investigated using metadynamics in tandem with Born-Oppenheimer molecular dynamics simulations. We compare our findings for formic acid in pure water with previous studies before examining formic acid in aqueous solutions of lithium bromide. We carefully consider different definitions for the collective variable(s) used to drive the metadynamics, emphasizing that the variables used must include all of the possible reactive atoms in the system, in this case carboxylate oxygens and water hydrogens. This ensures that all the various possible proton exchange events can be accommodated and the collective variable(s) can distinguish the protonated and deprotonated states, even over rather long ab initio simulation runs (ca. 200-300 ps). Our findings show that the formic acid deprotonation barrier and the free energy of the deprotonated state are higher in concentrated lithium bromide, in agreement with the available experimental data for acids in salt solution. We show that the presence of Br- in proximity to the formic acid hydroxyl group effectively inhibits deprotonation. Our study extends previous work on acid deprotonation in pure water and at air-water interfaces to more complex multicomponent systems of importance in atmospheric and marine chemistry.
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Affiliation(s)
- Christopher D Daub
- Department of Chemistry , University of Helsinki , P.O. Box 55, Helsinki FIN-00014 , Finland
| | - Lauri Halonen
- Department of Chemistry , University of Helsinki , P.O. Box 55, Helsinki FIN-00014 , Finland
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15
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Arunachalam V, Tummanapelli AK, Vasudevan S. The multiple dissociation constants of glutathione disulfide: interpreting experimental pH-titration curves with ab initio MD simulations. Phys Chem Chem Phys 2019; 21:9212-9217. [PMID: 30993274 DOI: 10.1039/c9cp00761j] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The hexapeptide glutathione disulfide (GSSG) has six ionizable groups with six associated dissociation constants. The experimentally measured pH-titration curve, however, does not exhibit the six corresponding equivalence points and bears little resemblance to standard textbook examples of acid-base pH-titration curves. The curve highlights the difficulties in determining multiple pKa values of polyprotic acids - typically proteins and peptides - from experiment. The six pKa values of GSSG can, however, be estimated using Car-Parrinello molecular dynamics (CPMD) simulations in conjunction with metadynamics sampling of the underlying free energy landscape of the dissociation reactions. Ab initio MD simulations were performed on a GSSG molecule solvated by 200 water molecules. Using the estimated pKa values the theoretical titration curve was calculated and found to be in good agreement with experiment. The results clearly highlight how dissociation constants estimated from ab initio MD simulations can facilitate the interpretation of the pH-titration curves of complex chemical and biological systems.
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16
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Terephthalic acid from waste PET: An efficient and reusable catalyst for xylose conversion into furfural. Catal Today 2019. [DOI: 10.1016/j.cattod.2018.06.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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17
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Fujiki R, Kasai Y, Seno Y, Matsui T, Shigeta Y, Yoshida N, Nakano H. A computational scheme of pK a values based on the three-dimensional reference interaction site model self-consistent field theory coupled with the linear fitting correction scheme. Phys Chem Chem Phys 2018; 20:27272-27279. [PMID: 30167611 DOI: 10.1039/c8cp04354j] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
A scheme for quantitatively computing the acid dissociation constant, pKa, of hydrated molecules is proposed. It is based on the three-dimensional reference interaction site model self-consistent field (3D-RISM-SCF) theory coupled with the linear fitting correction (LFC) scheme. In LFC/3D-RISM-SCF, pKa values of target molecules are evaluated using the Gibbs energy difference between the protonated and unprotonated states calculated by 3D-RISM-SCF and the parameters fitted by the LFC scheme to the experimental values of training set systems. The pKa values computed by LFC/3D-RISM-SCF show quantitative agreement with the experimental data.
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Affiliation(s)
- Ryo Fujiki
- Department of Chemistry, Graduate School of Science, Kyushu University, 744, Motooka, Nishiku, Fukuoka, 819-0395, Japan.
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18
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Asadov ZH, Ahmadova GA, Rahimov RA, Huseynova SM, Suleymanova SA, Ismailov EH, Zubkov FI, Mammadov AM, Agamaliyeva DB. Effect of spacer nature on surface properties of new counterion coupled gemini surfactants based on dodecyldiisopropylol amine and dicarboxylic acids. Colloids Surf A Physicochem Eng Asp 2018. [DOI: 10.1016/j.colsurfa.2018.04.020] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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19
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20
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Shin YK, Sengul MY, Jonayat ASM, Lee W, Gomez ED, Randall CA, Duin ACTV. Development of a ReaxFF reactive force field for lithium ion conducting solid electrolyte Li1+xAlxTi2−x(PO4)3 (LATP). Phys Chem Chem Phys 2018; 20:22134-22147. [DOI: 10.1039/c8cp03586e] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Using a ReaxFF reactive force field, we investigated the composition-dependent ionic conductivity and the Li migration behaviors in Li1+xAlxTi2−x(PO4)3 solid electrolyte.
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Affiliation(s)
- Yun Kyung Shin
- Department of Mechanical and Nuclear Engineering
- Pennsylvania State University
- University Park
- Pennsylvania 16802
- USA
| | - Mert Y. Sengul
- Department of Mechanical and Nuclear Engineering
- Pennsylvania State University
- University Park
- Pennsylvania 16802
- USA
| | - A. S. M. Jonayat
- Department of Mechanical and Nuclear Engineering
- Pennsylvania State University
- University Park
- Pennsylvania 16802
- USA
| | - Wonho Lee
- Department of Chemical Engineering
- Pennsylvania State University
- University Park
- Pennsylvania 16802
- USA
| | - Enrique D. Gomez
- Department of Materials Science and Engineering
- Materials Research Institute
- Pennsylvania State University
- University Park
- Pennsylvania 16802
| | - Clive A. Randall
- Department of Materials Science and Engineering
- Materials Research Institute
- Pennsylvania State University
- University Park
- Pennsylvania 16802
| | - Adri C. T. van Duin
- Department of Mechanical and Nuclear Engineering
- Pennsylvania State University
- University Park
- Pennsylvania 16802
- USA
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21
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Sakti AW, Nishimura Y, Nakai H. Rigorous pKa Estimation of Amine Species Using Density-Functional Tight-Binding-Based Metadynamics Simulations. J Chem Theory Comput 2017; 14:351-356. [DOI: 10.1021/acs.jctc.7b00855] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Aditya Wibawa Sakti
- Department
of Chemistry and Biochemistry, School of Advanced Science and Engineering, Waseda University, Tokyo 169-8555, Japan
| | - Yoshifumi Nishimura
- Research
Institute for Science and Engineering, Waseda University, Tokyo 169-8555, Japan
| | - Hiromi Nakai
- Department
of Chemistry and Biochemistry, School of Advanced Science and Engineering, Waseda University, Tokyo 169-8555, Japan
- Research
Institute for Science and Engineering, Waseda University, Tokyo 169-8555, Japan
- Core
Research for Evolutional Science and Technology (CREST), Japan Science and Technology Agency (JST), Saitama 332-0012, Japan
- Elements
Strategy Initiative for Catalysts and Batteries (ESICB), Kyoto University, Kyoto 615-8520, Japan
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22
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Oyama T, Kawada T, Tokoro Y. Formation of Positive- and Negative-tone Patterns of Poly(lactic acid) by Reaction Development Patterning. CHEM LETT 2017. [DOI: 10.1246/cl.170823] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Toshiyuki Oyama
- Department of Advanced Materials Chemistry, Faculty of Engineering, Yokohama National University, 79-5 Tokiwadai, Hodogaya-ku, Yokohama, Kanagawa 240-8501
| | - Tetsuya Kawada
- Department of Advanced Materials Chemistry, Faculty of Engineering, Yokohama National University, 79-5 Tokiwadai, Hodogaya-ku, Yokohama, Kanagawa 240-8501
| | - Yuichiro Tokoro
- Department of Advanced Materials Chemistry, Faculty of Engineering, Yokohama National University, 79-5 Tokiwadai, Hodogaya-ku, Yokohama, Kanagawa 240-8501
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23
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Wong KY, Xu Y, Xu L. Pitfall in Free-Energy Simulations on Simplest Systems. ChemistrySelect 2017. [DOI: 10.1002/slct.201601160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Kin-Yiu Wong
- Department of Physics; High Performance Cluster Computing Centre; Institute of Computational and Theoretical Studies; Hong Kong Baptist University; 224 Waterloo Road Kowloon Tong Hong Kong
- Institute of Research and Continuing Education; Hong Kong Baptist University (Shenzhen); Shenzhen China
| | - Yuqing Xu
- Department of Physics; High Performance Cluster Computing Centre; Institute of Computational and Theoretical Studies; Hong Kong Baptist University; 224 Waterloo Road Kowloon Tong Hong Kong
- Institute of Research and Continuing Education; Hong Kong Baptist University (Shenzhen); Shenzhen China
| | - Liang Xu
- Department of Physics; High Performance Cluster Computing Centre; Institute of Computational and Theoretical Studies; Hong Kong Baptist University; 224 Waterloo Road Kowloon Tong Hong Kong
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24
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Yang X, Rees RJ, Conway W, Puxty G, Yang Q, Winkler DA. Computational Modeling and Simulation of CO2 Capture by Aqueous Amines. Chem Rev 2017; 117:9524-9593. [PMID: 28517929 DOI: 10.1021/acs.chemrev.6b00662] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Xin Yang
- CSIRO Manufacturing, Bayview Avenue, Clayton 3169, Australia
- College
of Chemistry, Key Lab of Green Chemistry and Technology in Ministry
of Education, Sichuan University, Chengdu 610064, People’s Republic of China
| | - Robert J. Rees
- Data61
- CSIRO, Door 34 Goods
Shed, Village Street, Docklands VIC 3008, Australia
| | | | | | - Qi Yang
- CSIRO Manufacturing, Bayview Avenue, Clayton 3169, Australia
| | - David A. Winkler
- CSIRO Manufacturing, Bayview Avenue, Clayton 3169, Australia
- Monash Institute of Pharmaceutical Sciences, 392 Royal Parade, Parkville 3052, Australia
- Latrobe Institute for Molecular Science, Bundoora 3046, Australia
- School
of
Chemical and Physical Science, Flinders University, Bedford Park 5042, Australia
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25
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Abstract
C6H5COOH requires at least eight H2O molecules for its dissociation. A linear correlation is observed between pKa and nH2O; an unknown pKa can thus be predicted.
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Affiliation(s)
- Parvathi Krishnakumar
- Homi Bhabha National Institute
- Training School Complex
- Mumbai-400094
- India
- Bhabha Atomic Research Centre
| | - Dilip Kumar Maity
- Homi Bhabha National Institute
- Training School Complex
- Mumbai-400094
- India
- Bhabha Atomic Research Centre
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26
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Linear Response Function of Bond-Order. Int J Mol Sci 2016; 17:ijms17111779. [PMID: 27792148 PMCID: PMC5133780 DOI: 10.3390/ijms17111779] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Revised: 10/12/2016] [Accepted: 10/14/2016] [Indexed: 11/16/2022] Open
Abstract
We present the linear response function of bond-orders (LRF-BO) based on a real space integration scheme for molecular systems. As in the case of the LRF of density, the LRF-BO is defined as the response of the bond order of the molecule for the virtual perturbation. Our calculations show that the LRF-BO enables us not only to detect inductive and resonating effects of conjugating systems, but also to predict pKa values on substitution groups via linear relationships between the Hammett constants and the LRF-BO values for meta- and para-substituted benzoic acids. More importantly, the LRF-BO values for the O-H bonds strongly depend on the sites to which the virtual perturbation is applied, implying that the LRF-BO values include essential information about reaction mechanism of the acid-dissociation of substituted benzoic acids.
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Rossini E, Netz RR, Knapp EW. Computing pKa Values in Different Solvents by Electrostatic Transformation. J Chem Theory Comput 2016; 12:3360-9. [DOI: 10.1021/acs.jctc.6b00446] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Emanuele Rossini
- Institute
of Chemistry and Biochemistry, Freie Universität Berlin, Fabeckstrasse
36a, D-14195 Berlin, Germany
| | - Roland R. Netz
- Department
of Physics, Freie Universität Berlin, Arnimallee 14, D-14195 Berlin, Germany
| | - Ernst-Walter Knapp
- Institute
of Chemistry and Biochemistry, Freie Universität Berlin, Fabeckstrasse
36a, D-14195 Berlin, Germany
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Ravi Kumar V, Verma C, Umapathy S. Molecular dynamics and simulations study on the vibrational and electronic solvatochromism of benzophenone. J Chem Phys 2016; 144:064302. [DOI: 10.1063/1.4941058] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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29
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Tummanapelli AK, Vasudevan S. Ab Initio MD Simulations of the Brønsted Acidity of Glutathione in Aqueous Solutions: Predicting pKa Shifts of the Cysteine Residue. J Phys Chem B 2015; 119:15353-8. [PMID: 26550841 DOI: 10.1021/acs.jpcb.5b10093] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The tripeptide glutathione (GSH) is one of the most abundant peptides and the major repository for nonprotein sulfur in both animal and plant cells. It plays a critical role in intracellular oxidative stress management by the reversible formation of glutathione disulfide with the thiol-disulfide pair acting as a redox buffer. The state of charge of the ionizable groups of GSH can influence the redox couple, and hence the pKa value of the cysteine residue of GSH is critical to its functioning. Here we report ab initio Car-Parrinello molecular dynamics simulations of glutathione solvated by 200 water molecules, all of which are considered in the simulation. We show that the free-energy landscape for the protonation-deprotonation reaction of the cysteine residue of GSH computed using metadynamics sampling provides accurate estimates of the pKa and correctly predicts the shift in the dissociation constant values as compared with the isolated cysteine amino acid.
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Affiliation(s)
- Anil Kumar Tummanapelli
- Department of Inorganic and Physical Chemistry, Indian Institute of Science , Bangalore 560012, India
| | - Sukumaran Vasudevan
- Department of Inorganic and Physical Chemistry, Indian Institute of Science , Bangalore 560012, India
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30
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Tummanapelli AK, Vasudevan S. Ab Initio Molecular Dynamics Simulations of Amino Acids in Aqueous Solutions: Estimating pKa Values from Metadynamics Sampling. J Phys Chem B 2015; 119:12249-55. [PMID: 26331783 DOI: 10.1021/acs.jpcb.5b05211] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Changes in the protonation and deprotonation of amino acid residues in proteins play a key role in many biological processes and pathways. Here, we report calculations of the free-energy profile for the protonation-deprotonation reaction of the 20 canonical α amino acids in aqueous solutions using ab initio Car-Parrinello molecular dynamics simulations coupled with metadynamics sampling. We show here that the calculated change in free energy of the dissociation reaction provides estimates of the multiple pKa values of the amino acids that are in good agreement with experiment. We use the bond-length-dependent number of the protons coordinated to the hydroxyl oxygen of the carboxylic and the amine groups as the collective variables to explore the free-energy profiles of the Bronsted acid-base chemistry of amino acids in aqueous solutions. We ensure that the amino acid undergoing dissociation is solvated by at least three hydrations shells with all water molecules included in the simulations. The method works equally well for amino acids with neutral, acidic and basic side chains and provides estimates of the multiple pKa values with a mean relative error, with respect to experimental results, of 0.2 pKa units.
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Affiliation(s)
- Anil Kumar Tummanapelli
- Department of Inorganic and Physical Chemistry, Indian Institute of Science , Bangalore 560012, India
| | - Sukumaran Vasudevan
- Department of Inorganic and Physical Chemistry, Indian Institute of Science , Bangalore 560012, India
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31
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Carvalho NF, Pliego JR. Cluster-continuum quasichemical theory calculation of the lithium ion solvation in water, acetonitrile and dimethyl sulfoxide: an absolute single-ion solvation free energy scale. Phys Chem Chem Phys 2015; 17:26745-55. [DOI: 10.1039/c5cp03798k] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A solvation free energy scale excluding the net electrostatic potential inside the solute cavity is presented.
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Affiliation(s)
- Nathalia F. Carvalho
- Departamento de Ciências Naturais
- Universidade Federal de São João del Rei
- São João del-Rei
- Brazil
| | - Josefredo R. Pliego
- Departamento de Ciências Naturais
- Universidade Federal de São João del Rei
- São João del-Rei
- Brazil
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