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Learning mean-field equations from particle data using WSINDy
We develop a weak-form sparse identification method for interacting particle systems (IPS) with the primary goals of reducing computational complexity for large particle number [Formula: see text] and offering robustness to either intrinsic or extrinsic noise. In particular, we use concepts from mea...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10358825/ https://www.ncbi.nlm.nih.gov/pubmed/37476028 http://dx.doi.org/10.1016/j.physd.2022.133406 |