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Acceleration of PDE-Based Biological Simulation Through the Development of Neural Network Metamodels

PURPOSE OF REVIEW: Partial differential equation (PDE) mathematical models of biological systems and the simulation approaches used to solve them are widely used to test hypotheses and infer regulatory interactions based on optimization of the PDE model against the observed data. In this review, we...

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Veröffentlicht in:Curr Pathobiol Rep
Hauptverfasser: Burzawa, Lukasz, Li, Linlin, Wang, Xu, Buganza-Tepole, Adrian, Umulis, David M.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8104327/
https://ncbi.nlm.nih.gov/pubmed/33968495
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s40139-020-00216-8
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