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Delfos: deep learning model for prediction of solvation free energies in generic organic solvents

Prediction of aqueous solubilities or hydration free energies is an extensively studied area in machine learning applications in chemistry since water is the sole solvent in the living system. However, for non-aqueous solutions, few machine learning studies have been undertaken so far despite the fa...

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Bibliographische Detailangaben
Veröffentlicht in:Chem Sci
Hauptverfasser: Lim, Hyuntae, Jung, YounJoon
Format: Artigo
Sprache:Inglês
Veröffentlicht: Royal Society of Chemistry 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7017869/
https://ncbi.nlm.nih.gov/pubmed/32110289
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/c9sc02452b
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