Machine Learning of First-Principles Force-Fields for Alkane and Polyene Hydrocarbons
Author:
Affiliation:
1. Center for Superfunctional Materials, Department of Chemistry, Ulsan National Institute of Science and Technology, 50 UNIST-gil, Ulsan 44919, Korea
Funder
National Research Foundation of Korea
Korea Institute of Science and Technology Information
UNIST A.I. Incubation Project Fund
Publisher
American Chemical Society (ACS)
Subject
Physical and Theoretical Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jpca.1c05819
Reference45 articles.
1. Optimized intermolecular potential functions for liquid hydrocarbons
2. Molecular dynamics simulations of a fluid bilayer of dipalmitoylphosphatidylcholine at full hydration, constant pressure, and constant temperature
3. Gas-phase and liquid-state properties of esters, nitriles, and nitro compounds with the OPLS-AA force field
4. Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids
5. Optimization of the OPLS-AA Force Field for Long Hydrocarbons
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