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MLSolvA: solvation free energy prediction from pairwise atomistic interactions by machine learning

Recent advances in machine learning technologies and their applications have led to the development of diverse structure–property relationship models for crucial chemical properties. The solvation free energy is one of them. Here, we introduce a novel ML-based solvation model, which calculates the s...

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Bibliografiske detaljer
Udgivet i:J Cheminform
Main Authors: Lim, Hyuntae, Jung, YounJoon
Format: Artigo
Sprog:Inglês
Udgivet: Springer International Publishing 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8325294/
https://ncbi.nlm.nih.gov/pubmed/34332634
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-021-00533-z
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