# Inclusion of Machine Learning Kernel Ridge Regression Potential Energy Surfaces in On-the-Fly Nonadiabatic Molecular Dynamics Simulation

> Research article (The Journal of Physical Chemistry Letters, 2018) · cited 181× · AI/ML

**Wikidata**: [openalex:W2794279393](https://www.wikidata.org/wiki/openalex:W2794279393)  
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