| Grammar-based Ordinary Differential Equation Discovery | Apr 3, 2025 | Dimensionality ReductionEquation Discovery | —Unverified | 0 |
| Graph-Eq: Discovering Mathematical Equations using Graph Generative Models | Mar 30, 2025 | Bayesian OptimizationEquation Discovery | —Unverified | 0 |
| Neural-Guided Equation Discovery | Mar 21, 2025 | Contrastive LearningEquation Discovery | CodeCode Available | 0 |
| A Bayesian Approach for Discovering Time- Delayed Differential Equation from Data | Jan 6, 2025 | Bayesian InferenceEquation Discovery | —Unverified | 0 |
| Knowledge-aware equation discovery with automated background knowledge extraction | Dec 31, 2024 | Equation Discovery | CodeCode Available | 0 |
| Equation discovery framework EPDE: Towards a better equation discovery | Dec 28, 2024 | Equation Discovery | CodeCode Available | 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 |
| Governing equation discovery of a complex system from snapshots | Oct 22, 2024 | Density EstimationEquation Discovery | —Unverified | 0 |
| Physics-informed AI and ML-based sparse system identification algorithm for discovery of PDE's representing nonlinear dynamic systems | Oct 13, 2024 | DenoisingEquation Discovery | —Unverified | 0 |
| Adaptation of uncertainty-penalized Bayesian information criterion for parametric partial differential equation discovery | Aug 15, 2024 | Equation DiscoveryModel Selection | CodeCode Available | 0 |
