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Molecular Geometry Prediction using a Deep Generative Graph Neural Network

A molecule’s geometry, also known as conformation, is one of a molecule’s most important properties, determining the reactions it participates in, the bonds it forms, and the interactions it has with other molecules. Conventional conformation generation methods minimize hand-designed molecular force...

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Bibliographic Details
Published in:Sci Rep
Main Authors: Mansimov, Elman, Mahmood, Omar, Kang, Seokho, Cho, Kyunghyun
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2019
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6938476/
https://ncbi.nlm.nih.gov/pubmed/31892716
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-56773-5
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