| Learning and Interpreting Potentials for Classical Hamiltonian Systems | Jul 26, 2019 | Equation Discovery | CodeCode Available | 0 | 5 |
| Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular Population | Apr 29, 2022 | Equation Discovery | CodeCode Available | 0 | 5 |
| Neural-Guided Equation Discovery | Mar 21, 2025 | Contrastive LearningEquation Discovery | CodeCode Available | 0 | 5 |
| Towards true discovery of the differential equations | Aug 9, 2023 | Equation DiscoveryForm | CodeCode Available | 0 | 5 |
| Graph-Eq: Discovering Mathematical Equations using Graph Generative Models | Mar 30, 2025 | Bayesian OptimizationEquation Discovery | —Unverified | 0 | 0 |
| HyperSINDy: Deep Generative Modeling of Nonlinear Stochastic Governing Equations | Oct 7, 2023 | Equation DiscoveryModel Discovery | —Unverified | 0 | 0 |
| Identification of Physical Processes and Unknown Parameters of 3D Groundwater Contaminant Problems via Theory-guided U-net | Apr 30, 2022 | Equation DiscoveryModel Selection | —Unverified | 0 | 0 |
| DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience | Jun 4, 2025 | Efficient ExplorationEquation Discovery | —Unverified | 0 | 0 |
| Discovering interpretable Lagrangian of dynamical systems from data | Feb 9, 2023 | Equation DiscoveryRepresentation Learning | —Unverified | 0 | 0 |
| KAN/MultKAN with Physics-Informed Spline fitting (KAN-PISF) for ordinary/partial differential equation discovery of nonlinear dynamic systems | Nov 18, 2024 | DenoisingEquation Discovery | —Unverified | 0 | 0 |
