Learning Mean-Field Equations from Particle Data Using WSINDy. - Daniel A. Messenger; David M. Bortz (CoRR, 2021)

Weak SINDy for partial differential equations. - Daniel A. Messenger; David M. Bortz (J. Comput. Phys., 2021)

Weak SINDy: Galerkin-Based Data-Driven Model Selection. - Daniel A. Messenger; David M. Bortz (Multiscale Model. Simul., 2021)

Online Weak-form Sparse Identification of Partial Differential Equations. - Daniel A. Messenger; Emiliano Dall'Anese; David M. Bortz (MSML, 2022)

Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular Population. - Daniel A. Messenger; Graycen E. Wheeler; Xuedong Liu; David M. Bortz (CoRR, 2022)

Asymptotic consistency of the WSINDy algorithm in the limit of continuum data. - Daniel A. Messenger; David M. Bortz (CoRR, 2022)

Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics. - David M. Bortz; Daniel A. Messenger; Vanja Dukic (CoRR, 2023)

Coarse-Graining Hamiltonian Systems Using WSINDy. - Daniel A. Messenger; Joshua W. Burby; David M. Bortz (CoRR, 2023)

Weak-Form Latent Space Dynamics Identification. - April Tran; Xiaolong He 001; Daniel A. Messenger; Youngsoo Choi; David M. Bortz (CoRR, 2023)

A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling. - Christophe Bonneville; Xiaolong He 001; April Tran; Jun Sur Richard Park; William Fries; Daniel A. Messenger; Siu Wun Cheung; Yeonjong Shin; David M. Bortz; Debojyoti Ghosh; Jiun-Shyan Chen; Jonathan L. Belof; et al. (CoRR, 2024)

Weak-Form Inference for Hybrid Dynamical Systems in Ecology. - Daniel A. Messenger; Greg Dwyer; Vanja Dukic (CoRR, 2024)

The Weak Form Is Stronger Than You Think. - Daniel A. Messenger; April Tran; Vanja Dukic; David M. Bortz (CoRR, 2024)

Influence of initial conditions on data-driven model identification and information entropy for ideal mhd problems. - Gina Vasey; Daniel A. Messenger; David M. Bortz; Andrew J. Christlieb; Brian W. O'Shea (J. Comput. Phys., 2025)

Learning Weather Models from Data with WSINDy. - Seth Minor; Daniel A. Messenger; Vanja Dukic; David M. Bortz (CoRR, 2025)

WENDy for Nonlinear-in-Parameters ODEs. - Nic Rummel; Daniel A. Messenger; Stephen Becker; Vanja Dukic; David M. Bortz (CoRR, 2025)