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Deep Learning Approaches to Surrogates for Solving the Diffusion Equation for Mechanistic Real-World Simulations

In many mechanistic medical, biological, physical, and engineered spatiotemporal dynamic models the numerical solution of partial differential equations (PDEs), especially for diffusion, fluid flow and mechanical relaxation, can make simulations impractically slow. Biological models of tissues and o...

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Detalles Bibliográficos
Autores principales: Toledo-Marín, J. Quetzalcóatl, Fox, Geoffrey, Sluka, James P., Glazier, James A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8264663/
https://www.ncbi.nlm.nih.gov/pubmed/34248661
http://dx.doi.org/10.3389/fphys.2021.667828