10 citations · 44 across the 11 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
physics.comp-ph2023
Coarse-Graining Hamiltonian Systems Using WSINDy
Daniel A. Messenger, Joshua W. Burby, David M. Bortz
The Weak-form Sparse Identification of Nonlinear Dynamics algorithm (WSINDy) has been demonstrated to offer coarse-graining capabilities in the context of interacting particle syst…
eess.SY2023★ 2 cited
Weak-Form Latent Space Dynamics Identification
April Tran, Xiaolong He, Daniel A. Messenger +2
Recent work in data-driven modeling has demonstrated that a weak formulation of model equations enhances the noise robustness of a wide range of computational methods. In this pape…