| Weak SINDy for partial differential equations DA Messenger, DM Bortz Journal of Computational Physics 443, 110525, 2021 | 117 | 2021 |
| Weak SINDy: Galerkin-based data-driven model selection DA Messenger, DM Bortz Multiscale Modeling & Simulation 19 (3), 1474-1497, 2021 | 85 | 2021 |
| Learning mean-field equations from particle data using WSINDy DA Messenger, DM Bortz Physica D: Nonlinear Phenomena 439, 133406, 2022 | 25 | 2022 |
| 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 | 11 | 2022 |
| 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 | 8 | 2020 |
| Online weak-form sparse identification of partial differential equations DA Messenger, E Dall’Anese, D Bortz Mathematical and Scientific Machine Learning, 241-256, 2022 | 7 | 2022 |
| 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 | 6 | 2023 |
| Asymptotic consistency of the WSINDy algorithm in the limit of continuum data DA Messenger, DM Bortz arXiv preprint arXiv:2211.16000, 2022 | 6 | 2022 |
| 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 |
| Weak-Form Latent Space Dynamics Identification A Tran, X He, DA Messenger, Y Choi, DM Bortz arXiv preprint arXiv:2311.12880, 2023 | 1 | 2023 |
| Coarse-Graining Hamiltonian Systems Using WSINDy DA Messenger, JW Burby, DM Bortz arXiv preprint arXiv:2310.05879, 2023 | 1 | 2023 |
| Aggregation-diffusion phenomena in domains with boundaries DA Messenger Science: Department of Mathematics, 2019 | 1 | 2019 |
| 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 | | 2024 |
| 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 arXiv preprint arXiv:2312.05339, 2023 | | 2023 |
| Influence of Initial Conditions on Data-Driven Model Identification for Ideal MHD Test Problems G Vasey, B O'Shea, A Christlieb, D Messenger, D Bortz 2023 IEEE International Conference on Plasma Science (ICOPS), 1-1, 2023 | | 2023 |
| Weak-Form Sparse Identification of Differential Equations from Noisy Measurements DA Messenger University of Colorado at Boulder, 2022 | | 2022 |
| Weak-Form Sparse Identification of Models for Cell Biology at Single-Cell and Population Level Descriptions DA Messenger, D Bortz 2023 Joint Mathematics Meetings (JMM 2023), 0 | | |
David BortzDepartment of Applied Mathematics, University of ColoradoVerified email at colorado.edu
