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Learning moment closure in reaction-diffusion systems with spatial dynamic Boltzmann distributions

Many physical systems are described by probability distributions that evolve in both time and space. Modeling these systems is often challenging due to their large state space and analytically intractable or computationally expensive dynamics. To address these problems, we study a machine-learning a...

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Библиографические подробности
Опубликовано в: :Phys Rev E
Главные авторы: Ernst, Oliver K., Bartol, Thomas M., Sejnowski, Terrence J., Mjolsness, Eric
Формат: Artigo
Язык:Inglês
Опубликовано: 2019
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC6852890/
https://ncbi.nlm.nih.gov/pubmed/31330605
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1103/PhysRevE.99.063315
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