Surface Hopping Nested Instances Training Set for Excited-state Learning

Abstract Theoretical studies of molecular photochemistry and photophysics are essential for understanding fundamental natural processes but rely on computationally demanding quantum chemical calculations. This complexity limits both direct simulations and the development of machine learning (ML) mod...

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Bibliographic Details
Main Authors: Robin Curth, Theodor E. Röhrkasten, Carolin Müller, Julia Westermayr
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-025-05443-5
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