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Automated adaptive inference of phenomenological dynamical models

Dynamics of complex systems is often driven by large and intricate networks of microscopic interactions, whose sheer size obfuscates understanding. With limited experimental data, many parameters of such dynamics are unknown, and thus detailed, mechanistic models risk overfitting and making faulty p...

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Detalles Bibliográficos
Autores principales: Daniels, Bryan C., Nemenman, Ilya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Pub. Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4560822/
https://www.ncbi.nlm.nih.gov/pubmed/26293508
http://dx.doi.org/10.1038/ncomms9133

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