Daniel A. Messenger

According to our database, Daniel A. Messenger authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Learning effective models from network dynamics data with multiple initial conditions using weak form SINDy.

Moyi Tian, Daniel A. Messenger, Vanja Dukic, Nancy Rodriguez, David M. Bortz

CoRR, May, 2026

2025

WENDy for Nonlinear-in-Parameters ODEs.

Nic Rummel, Daniel A. Messenger, Stephen Becker, Vanja Dukic, David M. Bortz

CoRR, February, 2025

Learning Weather Models from Data with WSINDy.

Seth Minor, Daniel A. Messenger, Vanja Dukic, David M. Bortz

CoRR, January, 2025

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

2024

The Weak Form Is Stronger Than You Think.

Daniel A. Messenger, April Tran, Vanja Dukic, David M. Bortz

CoRR, 2024

Weak-Form Inference for Hybrid Dynamical Systems in Ecology.

Daniel A. Messenger, Greg Dwyer, Vanja Dukic

CoRR, 2024

A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling.

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

CoRR, 2024

2023

Weak-Form Latent Space Dynamics Identification.

April Tran, Xiaolong He, Daniel A. Messenger, Youngsoo Choi, David M. Bortz

CoRR, 2023

Coarse-Graining Hamiltonian Systems Using WSINDy.

Daniel A. Messenger, Joshua W. Burby, David M. Bortz

CoRR, 2023

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

2022

Asymptotic consistency of the WSINDy algorithm in the limit of continuum data.

Daniel A. Messenger, David M. Bortz

CoRR, 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

Online Weak-form Sparse Identification of Partial Differential Equations.

Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz

Proceedings of the Mathematical and Scientific Machine Learning, 2022

2021

Weak SINDy: Galerkin-Based Data-Driven Model Selection.

Daniel A. Messenger, David M. Bortz

Multiscale Model. Simul., 2021

Weak SINDy for partial differential equations.

Daniel A. Messenger, David M. Bortz

J. Comput. Phys., 2021

Learning Mean-Field Equations from Particle Data Using WSINDy.

Daniel A. Messenger, David M. Bortz

CoRR, 2021