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- W3033461492 endingPage "5131" @default.
- W3033461492 startingPage "5120" @default.
- W3033461492 abstract "In this Perspective, we review recent advances in constructing high-fidelity potential energy surfaces (PESs) from discrete ab initio points, using machine learning tools. Such PESs, albeit with substantial initial investments, provide significantly higher efficiency than direct dynamics methods and/or high accuracy at a level that is not affordable by on-the-fly approaches. These PESs not only are a necessity for quantum dynamical studies because of delocalization of wave packets but also enable the study of low-probability and long-time events in (quasi-)classical treatments. Our focus here is on inelastic and reactive scattering processes, which are more challenging than bound systems because of the involvement of continua. Relevant applications and developments for dynamical processes in both the gas phase and at gas-surface interfaces are discussed." @default.
- W3033461492 created "2020-06-12" @default.
- W3033461492 creator A5019157263 @default.
- W3033461492 creator A5027642792 @default.
- W3033461492 creator A5038375764 @default.
- W3033461492 date "2020-06-09" @default.
- W3033461492 modified "2023-10-10" @default.
- W3033461492 title "High-Fidelity Potential Energy Surfaces for Gas-Phase and Gas–Surface Scattering Processes from Machine Learning" @default.
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