Artificial Neural Networks as Propagators in Quantum Dynamics
Author:
Affiliation:
1. Department of Chemistry, Yale University, 225 Prospect Street, New Haven, Connecticut 06520, United States
Funder
U.S. Department of Energy
Publisher
American Chemical Society (ACS)
Subject
General Materials Science,Physical and Theoretical Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jpclett.1c03117
Reference51 articles.
1. Quantum-chemical insights from deep tensor neural networks
2. SchNet – A deep learning architecture for molecules and materials
3. Stochastic Neural Network Approach for Learning High-Dimensional Free Energy Surfaces
4. Exploiting Machine Learning to Efficiently Predict Multidimensional Optical Spectra in Complex Environments
5. Direct Grid-Based Nonadiabatic Dynamics on Machine-Learned Potential Energy Surfaces: Application to Spin-Forbidden Processes
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