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Machine Learning Predictions of Molecular Properties: Accurate Many-Body Potentials and Nonlocality in Chemical Space
[Image: see text] Simultaneously accurate and efficient prediction of molecular properties throughout chemical compound space is a critical ingredient toward rational compound design in chemical and pharmaceutical industries. Aiming toward this goal, we develop and apply a systematic hierarchy of ef...
Uloženo v:
| Vydáno v: | J Phys Chem Lett |
|---|---|
| Hlavní autoři: | , , , , , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
American Chemical
Society
2015
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| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4476293/ https://ncbi.nlm.nih.gov/pubmed/26113956 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/acs.jpclett.5b00831 |
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