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2020 – today
- 2024
[i12]Christophe Bonneville, Xiaolong He, 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, Youngsoo Choi:
A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling. CoRR abs/2403.10748 (2024)- [i11]Daniel A. Messenger, Greg Dwyer, Vanja Dukic:
Weak-Form Inference for Hybrid Dynamical Systems in Ecology. CoRR abs/2405.20591 (2024) - [i10]Daniel A. Messenger, April Tran, Vanja Dukic, David M. Bortz:
The Weak Form Is Stronger Than You Think. CoRR abs/2409.06751 (2024) - 2023
- [i9]David M. Bortz, Daniel A. Messenger, Vanja Dukic:
Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics. CoRR abs/2302.13271 (2023) - [i8]Daniel A. Messenger, Joshua W. Burby, David M. Bortz:
Coarse-Graining Hamiltonian Systems Using WSINDy. CoRR abs/2310.05879 (2023) - [i7]April Tran, Xiaolong He, Daniel A. Messenger, Youngsoo Choi, David M. Bortz:
Weak-Form Latent Space Dynamics Identification. CoRR abs/2311.12880 (2023) - 2022
- [c1]Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz:
Online Weak-form Sparse Identification of Partial Differential Equations. MSML 2022: 241-256 - [i6]Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz:
Online Weak-form Sparse Identification of Partial Differential Equations. CoRR abs/2203.03979 (2022) - [i5]Daniel A. Messenger, Graycen E. Wheeler, Xuedong Liu, David M. Bortz:
Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular Population. CoRR abs/2204.14141 (2022) - [i4]Daniel A. Messenger, David M. Bortz:
Asymptotic consistency of the WSINDy algorithm in the limit of continuum data. CoRR abs/2211.16000 (2022) - 2021
- [j2]Daniel A. Messenger
, David M. Bortz:
Weak SINDy for partial differential equations. J. Comput. Phys. 443: 110525 (2021) - [j1]Daniel A. Messenger, David M. Bortz:
Weak SINDy: Galerkin-Based Data-Driven Model Selection. Multiscale Model. Simul. 19(3): 1474-1497 (2021) - [i3]Daniel A. Messenger, David M. Bortz:
Learning Mean-Field Equations from Particle Data Using WSINDy. CoRR abs/2110.07756 (2021) - 2020
- [i2]Daniel A. Messenger, David M. Bortz:
Weak SINDy: Galerkin-Based Data-Driven Model Selection. CoRR abs/2005.04339 (2020) - [i1]Daniel A. Messenger, David M. Bortz:
Weak SINDy For Partial Differential Equations. CoRR abs/2007.02848 (2020)
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