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Daniel Ames Messenger
Daniel Ames Messenger
Director's Postdoctoral Fellow, T-5 Division, Los Alamos National Labs
E-mailová adresa ověřena na: colorado.edu - Domovská stránka
Název
Citace
Citace
Rok
Weak SINDy for partial differential equations
DA Messenger, DM Bortz
Journal of Computational Physics 443, 110525, 2021
1972021
Weak SINDy: Galerkin-based data-driven model selection
DA Messenger, DM Bortz
Multiscale Modeling & Simulation 19 (3), 1474-1497, 2021
1292021
Learning mean-field equations from particle data using WSINDy
DA Messenger, DM Bortz
Physica D: Nonlinear Phenomena 439, 133406, 2022
452022
Learning anisotropic interaction rules from individual trajectories in a heterogeneous cellular population
DA Messenger, GE Wheeler, X Liu, DM Bortz
Journal of the Royal Society Interface 19 (195), 20220412, 2022
202022
Direct estimation of parameters in ODE models using WENDy: Weak-form estimation of nonlinear dynamics
DM Bortz, DA Messenger, V Dukic
Bulletin of Mathematical Biology 85 (11), 110, 2023
182023
Asymptotic consistency of the WSINDy algorithm in the limit of continuum data
DA Messenger, DM Bortz
IMA Journal of Numerical Analysis, drae086, 2024
152024
Weak-form latent space dynamics identification
A Tran, X He, DA Messenger, Y Choi, DM Bortz
Computer Methods in Applied Mechanics and Engineering 427, 116998, 2024
132024
Online weak-form sparse identification of partial differential equations
DA Messenger, E Dall’Anese, D Bortz
Mathematical and Scientific Machine Learning, 241-256, 2022
112022
Coarse-graining Hamiltonian systems using WSINDy
DA Messenger, JW Burby, DM Bortz
Scientific Reports 14 (1), 14457, 2024
92024
Equilibria of an aggregation model with linear diffusion in domains with boundaries
D Messenger, RC Fetecau
Mathematical Models and Methods in Applied Sciences 30 (04), 805-845, 2020
82020
A comprehensive review of latent space dynamics identification algorithms for intrusive and non-intrusive reduced-order-modeling
C Bonneville, X He, A Tran, JS Park, W Fries, DA Messenger, SW Cheung, ...
arXiv preprint arXiv:2403.10748, 2024
72024
Zero-diffusion limit for aggregation equations over bounded domains
RC Fetecau, H Huang, D Messenger, W Sun
Discrete and Continuous Dynamical Systems 42 (10), 4905-4936, 2022
5*2022
The weak form is stronger than you think
DA Messenger, A Tran, V Dukic, DM Bortz
arXiv preprint arXiv:2409.06751, 2024
42024
Weak-form inference for hybrid dynamical systems in ecology
D Messenger, G Dwyer, V Dukic
Journal of the Royal Society Interface 21 (221), 20240376, 2024
32024
Influence of initial conditions on data-driven model identification and information entropy for ideal mhd problems
G Vasey, D Messenger, D Bortz, A Christlieb, B O'Shea
Journal of Computational Physics 524, 113719, 2025
22025
Weak form-based data-driven modeling: Computationally efficient and noise robust equation learning and parameter inference
DM Bortz, DA Messenger, A Tran
Elsevier, 2024
12024
Weighted Composition Operators for Learning Nonlinear Dynamics
BP Russo, DA Messenger, D Bortz, JA Rosenfeld
IFAC-PapersOnLine 58 (17), 97-102, 2024
12024
Aggregation-diffusion phenomena in domains with boundaries
DA Messenger
Science: Department of Mathematics, 2019
12019
WENDy for Nonlinear-in-Parameter ODEs
N Rummel, DA Messenger, S Becker, V Dukic, DM Bortz
arXiv preprint arXiv:2502.08881, 2025
2025
Learning Weather Models from Data with WSINDy
S Minor, DA Messenger, V Dukic, DM Bortz
arXiv preprint arXiv:2501.00738, 2025
2025
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Články 1–20