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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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Detaylı Bibliyografya
Yayımlandı:Phys Rev E
Asıl Yazarlar: Ernst, Oliver K., Bartol, Thomas M., Sejnowski, Terrence J., Mjolsness, Eric
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2019
Konular:
Online Erişim: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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