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Quantum-based machine learning and AI models to generate force field parameters for drug-like small molecules

Force fields for drug-like small molecules play an essential role in molecular dynamics simulations and binding free energy calculations. In particular, the accurate generation of partial charges on small molecules is critical to understanding the interactions between proteins and drug-like molecule...

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Detalles Bibliográficos
Autores principales: Mudedla, Sathish Kumar, Braka, Abdennour, Wu, Sangwook
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9592901/
https://www.ncbi.nlm.nih.gov/pubmed/36304919
http://dx.doi.org/10.3389/fmolb.2022.1002535