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 | 13 | 2024 |
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 | 7 | 2024 |
The weak form is stronger than you think DA Messenger, A Tran, V Dukic, DM Bortz arXiv preprint arXiv:2409.06751, 2024 | 4 | 2024 |
Physics‐Informed Active Learning With Simultaneous Weak‐Form Latent Space Dynamics Identification X He, A Tran, DM Bortz, Y Choi International Journal for Numerical Methods in Engineering 126 (1), e7634, 2025 | 2 | 2025 |
Weak form-based data-driven modeling: Computationally efficient and noise robust equation learning and parameter inference DM Bortz, DA Messenger, A Tran Elsevier, 2024 | 1 | 2024 |
WgLaSDI: Weak-Form Greedy Latent Space Dynamics Identification X Hea, A Tranb, DM Bortzb, Y Choic arXiv preprint arXiv:2407.00337, 2024 | | 2024 |