Simulating chemical reactivity using machine learning potentials and umbrella sampling

Dynamic simulations of reactions enable prediction of mechanisms and explanation of chemical phenomena. Traditional methods of simulation include ab initio molecular dynamics (AIMD), which is generally accurate but expensive, and force field methods, which are fast but often unsuitable for exploring...

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Bibliographic Details
Main Author: Johnston-Wood, T
Other Authors: Duarte Gonzalez, F
Format: Thesis
Language:English
Published: 2024
Subjects: