Michael S Chen

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Machine Learning

Molecular Dynamics Simulations

Top Venues

The journal of physical chemistry letters

Chemical science

The Journal of chemical physics

Journal of chemical theory and computation

This page only lists publications with an associated author ORCID identifier.

Publications

Michael S Chen, Yuezhi Mao, Andrew Snider, Prachi Gupta, Andrés Montoya-Castillo, Tim J Zuehlsdorff, Christine M Isborn, Thomas E Markland
Elucidating the Role of Hydrogen Bonding in the Optical Spectroscopy of the Solvated Green Fluorescent Protein Chromophore: Using Machine Learning to Establish the Importance of High-Level Electronic Structure. The journal of physical chemistry letters (2023)
Michael S Chen, Joonho Lee, Hong-Zhou Ye, Timothy C Berkelbach, David R Reichman, Thomas E Markland
Data-Efficient Machine Learning Potentials from Transfer Learning of Periodic Correlated Electronic Structure Methods: Liquid Water at AFQMC, CCSD, and CCSD(T) Accuracy. Journal of chemical theory and computation (2023)
Michael S Chen, Tobias Morawietz, Hideki Mori, Thomas E Markland, Nongnuch Artrith
AENET-LAMMPS and AENET-TINKER: Interfaces for accurate and efficient molecular dynamics simulations with machine learning potentials. The Journal of chemical physics 155 (7) (2021)
Zhaorui Huang, Michael S Chen, Cristian P Woroch, Thomas E Markland, Matthew W Kanan
A framework for automated structure elucidation from routine NMR spectra. Chemical science 12 (46) (2021)