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A perspective on bridging scales and design of models using low-dimensional manifolds and data-driven model inference

Systems in nature capable of collective behaviour are nonlinear, operating across several scales. Yet our ability to account for their collective dynamics differs in physics, chemistry and biology. Here, we briefly review the similarities and differences between mathematical modelling of adaptive li...

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Detalles Bibliográficos
Autores principales: Tegnér, Jesper, Zenil, Hector, Kiani, Narsis A., Ball, Gordon, Gomez-Cabrero, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5052728/
https://www.ncbi.nlm.nih.gov/pubmed/27698038
http://dx.doi.org/10.1098/rsta.2016.0144