ArticlePhysica D. Nonlinear phenomena2022
Learning mean-field equations from particle data using WSINDy.
Article in Physica D. Nonlinear phenomena, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- WEAK FORM LEARNING FOR MEAN-FIELD PARTIAL DIFFERENTIAL EQUATIONS: AN APPLICATION TO INSECT MOVEMENT.ArXiv · 2025Article
- Random walk models in the life sciences: including births, deaths and local interactions.Journal of the Royal Society, Interface · 2025Review
- Weak-form inference for hybrid dynamical systems in ecology.Journal of the Royal Society, Interface · 2024Article
- Coarse-graining Hamiltonian systems using WSINDy.Scientific reports · 2024Article
- Variable-moment fluid closures with Hamiltonian structure.Scientific reports · 2023Article
- Direct Estimation of Parameters in ODE Models Using WENDy: Weak-Form Estimation of Nonlinear Dynamics.Bulletin of mathematical biology · 2023Article
- Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics.ArXiv · 2023Article
- Online Weak-form Sparse Identification of Partial Differential Equations.Proceedings of machine learning research · 2022Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
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
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Registered trials
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