# Analysis of the Geometrical Evolution in On-the-Fly Surface-Hopping Nonadiabatic Dynamics with Machine Learning Dimensionality Reduction Approaches: Classical Multidimensional Scaling and Isometric Feature Mapping

> Research article (Journal of Chemical Theory and Computation, 2017) · cited 53× · AI/ML

**Wikidata**: [openalex:W2753746646](https://www.wikidata.org/wiki/openalex:W2753746646)  
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