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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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Detalhes bibliográficos
Publicado no:Philos Trans A Math Phys Eng Sci
Main Authors: Tegnér, Jesper, Zenil, Hector, Kiani, Narsis A., Ball, Gordon, Gomez-Cabrero, David
Formato: Artigo
Idioma:Inglês
Publicado em: The Royal Society 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5052728/
https://ncbi.nlm.nih.gov/pubmed/27698038
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsta.2016.0144
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