Michael S. Chen

Child and Adolescent Psychiatry

707 Alexander Rd Ste 202
Princeton, NJ 8540.

Last Updated: 09/26/2026

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Found 13 publications

Streamlining analysis and design of two-dimensional electronic spectroscopy using machine learning.

Streamlining analysis and design of two-dimensional electronic spectroscopy using machine learning.

Journal: The Journal of chemical physics

Published: June 16, 2026

Efficient simulation of optical spectra via machine learning and physical decomposition of environmental effects.

Efficient simulation of optical spectra via machine learning and physical decomposition of environmental effects.

Journal: The Journal of chemical physics

Published: January 05, 2026

Structured electrolytes facilitate Grotthuss-type transport for enhanced proton-coupled electron transfer reactions.

Structured electrolytes facilitate Grotthuss-type transport for enhanced proton-coupled electron transfer reactions.

Journal: Proceedings of the National Academy of Sciences of the United States of America

Published: January 02, 2026

Machine learning-accelerated path integral molecular dynamics simulations of reactive organic electrolytes.

Machine learning-accelerated path integral molecular dynamics simulations of reactive organic electrolytes.

Journal: The Journal of chemical physics

Published: June 30, 2025

Two-Dimensional Electronic Spectroscopy in the Condensed Phase Using Equivariant Transformer Accelerated Molecular Dynamics Simulations.

Two-Dimensional Electronic Spectroscopy in the Condensed Phase Using Equivariant Transformer Accelerated Molecular Dynamics Simulations.

Journal: The journal of physical chemistry letters

Published: May 28, 2025

Direct observation and control of non-classical crystallization pathways in binary colloidal systems.

Direct observation and control of non-classical crystallization pathways in binary colloidal systems.

Journal: Nature communications

Published: October 22, 2024

Accurate and Efficient Structure Elucidation from Routine One-Dimensional NMR Spectra Using Multitask Machine Learning.

Accurate and Efficient Structure Elucidation from Routine One-Dimensional NMR Spectra Using Multitask Machine Learning.

Journal: ACS central science

Published: July 11, 2024

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.

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.

Journal: The journal of physical chemistry letters

Published: July 17, 2023

Data-Efficient Machine Learning Potentials from Transfer Learning of Periodic Correlated Electronic Structure Methods: Liquid Water at AFQMC, CCSD, and CCSD(T) Accuracy.

Data-Efficient Machine Learning Potentials from Transfer Learning of Periodic Correlated Electronic Structure Methods: Liquid Water at AFQMC, CCSD, and CCSD(T) Accuracy.

Journal: Journal of chemical theory and computation

Published: February 02, 2023

Optically Induced Anisotropy in Time-Resolved Scattering: Imaging Molecular-Scale Structure and Dynamics in Disordered Media with Experiment and Theory.

Optically Induced Anisotropy in Time-Resolved Scattering: Imaging Molecular-Scale Structure and Dynamics in Disordered Media with Experiment and Theory.

Journal: Physical review letters

Published: February 04, 2022

AENET-LAMMPS and AENET-TINKER: Interfaces for accurate and efficient molecular dynamics simulations with machine learning potentials.

AENET-LAMMPS and AENET-TINKER: Interfaces for accurate and efficient molecular dynamics simulations with machine learning potentials.

Journal: The Journal of chemical physics

Published: August 22, 2021

A framework for automated structure elucidation from routine NMR spectra.

A framework for automated structure elucidation from routine NMR spectra.

Journal: Chemical science

Published: July 27, 2021

Showing 1-12 of 13

Last Updated: 09/26/2026