| A toolkit for data-driven discovery of governing equations in high-noise regimes | Nov 8, 2021 | Equation DiscoveryModel Discovery | CodeCode Available | 0 |
| Neural-Guided Equation Discovery | Mar 21, 2025 | Contrastive LearningEquation Discovery | CodeCode Available | 0 |
| Adaptation of uncertainty-penalized Bayesian information criterion for parametric partial differential equation discovery | Aug 15, 2024 | Equation DiscoveryModel Selection | CodeCode Available | 0 |
| Discovery of interpretable structural model errors by combining Bayesian sparse regression and data assimilation: A chaotic Kuramoto-Sivashinsky test case | Oct 1, 2021 | Equation Discovery | CodeCode Available | 0 |
| Amortized Equation Discovery in Hybrid Dynamical Systems | Jun 6, 2024 | Equation DiscoveryTime Series | CodeCode Available | 0 |
| Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty | Oct 14, 2022 | Equation Discovery | CodeCode Available | 0 |
| GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations | Dec 18, 2023 | Equation Discoveryregression | CodeCode Available | 0 |
| Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels | Oct 9, 2023 | Equation Discoveryregression | CodeCode Available | 0 |
| Automated Mathematical Equation Structure Discovery for Visual Analysis | Apr 17, 2021 | Equation Discovery | CodeCode Available | 0 |
| Knowledge-aware equation discovery with automated background knowledge extraction | Dec 31, 2024 | Equation Discovery | CodeCode Available | 0 |
| Latent Space Symmetry Discovery | Sep 29, 2023 | Equation Discovery | CodeCode Available | 0 |
| Learning and Interpreting Potentials for Classical Hamiltonian Systems | Jul 26, 2019 | Equation Discovery | CodeCode Available | 0 |
| Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular Population | Apr 29, 2022 | Equation Discovery | CodeCode Available | 0 |
| Equation discovery framework EPDE: Towards a better equation discovery | Dec 28, 2024 | Equation Discovery | CodeCode Available | 0 |
| Directed differential equation discovery using modified mutation and cross-over operators | Aug 9, 2023 | Equation Discovery | CodeCode Available | 0 |
