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Machine learning based energy-free structure predictions of molecules, transition states, and solids

The computational prediction of atomistic structure is a long-standing problem in physics, chemistry, materials, and biology. Conventionally, force-fields or ab initio methods determine structure through energy minimization, which is either approximate or computationally demanding. This accuracy/cos...

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Bibliografische gegevens
Gepubliceerd in:Nat Commun
Hoofdauteurs: Lemm, Dominik, von Rudorff, Guido Falk, von Lilienfeld, O. Anatole
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Publishing Group UK 2021
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8298673/
https://ncbi.nlm.nih.gov/pubmed/34294693
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-24525-7
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