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Coarse-scale PDEs from fine-scale observations via machine learning

Complex spatiotemporal dynamics of physicochemical processes are often modeled at a microscopic level (through, e.g., atomistic, agent-based, or lattice models) based on first principles. Some of these processes can also be successfully modeled at the macroscopic level using, e.g., partial different...

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書誌詳細
出版年:Chaos
主要な著者: Lee, Seungjoon, Kooshkbaghi, Mahdi, Spiliotis, Konstantinos, Siettos, Constantinos I., Kevrekidis, Ioannis G.
フォーマット: Artigo
言語:Inglês
出版事項: AIP Publishing LLC 2020
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7043837/
https://ncbi.nlm.nih.gov/pubmed/32013472
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1063/1.5126869
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