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Discovery of Partial Differential Equations from Highly Noisy and Sparse Data with Physics-Informed Information Criterion

Data-driven discovery of partial differential equations (PDEs) has recently made tremendous progress, and many canonical PDEs have been discovered successfully for proof of concept. However, determining the most proper PDE without prior references remains challenging in terms of practical applicatio...

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Detalles Bibliográficos
Autores principales: Xu, Hao, Zeng, Junsheng, Zhang, Dongxiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AAAS 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10198462/
https://www.ncbi.nlm.nih.gov/pubmed/37214196
http://dx.doi.org/10.34133/research.0147