A Differentiable Neural-Network Force Field for Ionic Liquids-Reference-Cited by-同舟云学术

A Differentiable Neural-Network Force Field for Ionic Liquids

Published:2021-12-23 Issue:1 Volume:62 Page:88-101
ISSN:1549-9596
Container-title:Journal of Chemical Information and Modeling
language:en
Short-container-title:J. Chem. Inf. Model.

Author:

Montes-Campos Hadrián¹^ORCID,Carrete Jesús²^ORCID,Bichelmaier Sebastian²,Varela Luis M.¹^ORCID,Madsen Georg K. H.²^ORCID

Affiliation:

1. Grupo de Nanomateriais, Fotónica e Materia Branda, Departamento de Física de Partículas, Universidade de Santiago de Compostela, Campus Vida s/n E-15782 Santiago de Compostela, Spain

2. Institute of Materials Chemistry, TU Wien, 1060 Vienna, Austria

Funder

Ministerio de Educaci??n y Formaci??n Profesional

Austrian Science Fund

Publisher

American Chemical Society (ACS)

Subject

Library and Information Sciences,Computer Science Applications,General Chemical Engineering,General Chemistry

Link

https://pubs.acs.org/doi/pdf/10.1021/acs.jcim.1c01380

Reference72 articles.

1. Fundamentals of Ionic Liquids

2. Ionic liquids in surface electrochemistry

3. Mallakpour, S.; Dinari, M. In Green Solvents II: Properties and Applications of Ionic Liquids; Mohammad, A., Inamuddin, D., Eds. Springer Netherlands: Dordrecht, Netherlands, 2012; pp 1–32.

4. Ionic Liquids--Solvents of the Future?

5. Thermal Stability of Ionic Liquids: Current Status and Prospects for Future Development

Cited by 25 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Unveiling the unexpected sinking and embedding dynamics of surface supported Mo/S clusters on 2D MoS₂ with active machine learning;Smart Molecules;2024-08-08

2. Spatially Resolved Uncertainties for Machine Learning Potentials;Journal of Chemical Information and Modeling;2024-08-07

3. Transferability and Accuracy of Ionic Liquid Simulations with Equivariant Machine Learning Interatomic Potentials;The Journal of Physical Chemistry Letters;2024-07-18

4. Phonon Transport in Defect-Laden Bilayer Janus PtSTe Studied Using Neural-Network Force Fields;The Journal of Physical Chemistry C;2024-06-22

5. Deep-learning potential molecular dynamics simulations of the structural and physical properties of rare-earth metal scandium;Computational Materials Science;2024-06