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Machine-learning iterative calculation of entropy for physical systems

Characterizing the entropy of a system is a crucial, and often computationally costly, step in understanding its thermodynamics. It plays a key role in the study of phase transitions, pattern formation, protein folding, and more. Current methods for entropy estimation suffer from a high computationa...

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Detalhes bibliográficos
Publicado no:Proc Natl Acad Sci U S A
Main Authors: Nir, Amit, Sela, Eran, Beck, Roy, Bar-Sinai, Yohai
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7720104/
https://ncbi.nlm.nih.gov/pubmed/33214150
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.2017042117
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