Daniel A. Messenger

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Image Denoising

Problems In Image Processing

Finite Difference

Top Venues

J. Comput. Phys.

Multiscale Model. Simul.

Publications

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 (2024)
Daniel A. Messenger, Greg Dwyer, Vanja Dukic
Weak-Form Inference for Hybrid Dynamical Systems in Ecology. CoRR (2024)
David M. Bortz, Daniel A. Messenger, Vanja. Dukic
Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics. CoRR (2023)
April Tran, Xiaolong He, Daniel A. Messenger, Youngsoo Choi, David M. Bortz
Weak-Form Latent Space Dynamics Identification. CoRR (2023)
Daniel A. Messenger, Joshua W. Burby, David M. Bortz
Coarse-Graining Hamiltonian Systems Using WSINDy. CoRR (2023)
Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz
Online Weak-form Sparse Identification of Partial Differential Equations. CoRR (2022)
Daniel A. Messenger, David M. Bortz
Asymptotic consistency of the WSINDy algorithm in the limit of continuum data. CoRR (2022)
Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz
Online Weak-form Sparse Identification of Partial Differential Equations. MSML (2022)
Daniel A. Messenger, Graycen E. Wheeler, Xuedong Liu, David M. Bortz
Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular Population. CoRR (2022)
Daniel A. Messenger, David M. Bortz
Weak SINDy for partial differential equations. J. Comput. Phys. 443 (2021)
Daniel A. Messenger, David M. Bortz
Learning Mean-Field Equations from Particle Data Using WSINDy. CoRR (2021)
Daniel A. Messenger, David M. Bortz
Weak SINDy: Galerkin-Based Data-Driven Model Selection. Multiscale Model. Simul. 19 (3) (2021)
Daniel A. Messenger, David M. Bortz
Weak SINDy For Partial Differential Equations. CoRR (2020)
Daniel A. Messenger, David M. Bortz
Weak SINDy: Galerkin-Based Data-Driven Model Selection. CoRR (2020)