| Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty | Oct 14, 2022 | Equation Discovery | CodeCode Available | 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 |
| Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular Population | Apr 29, 2022 | Equation Discovery | CodeCode Available | 0 |
| A dynamical systems based framework for dimension reduction | Apr 18, 2022 | Dimensionality ReductionEquation Discovery | —Unverified | 0 |
| Data-driven discoveries of Bäcklund transforms and soliton evolution equations via deep neural network learning schemes | Nov 18, 2021 | Deep LearningEquation Discovery | —Unverified | 0 |
| Quantum Model-Discovery | Nov 11, 2021 | BIG-bench Machine LearningEquation Discovery | —Unverified | 0 |
| A toolkit for data-driven discovery of governing equations in high-noise regimes | Nov 8, 2021 | Equation DiscoveryModel Discovery | 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 |
| Automated Mathematical Equation Structure Discovery for Visual Analysis | Apr 17, 2021 | Equation Discovery | CodeCode Available | 0 |
| A non-autonomous equation discovery method for time signal classification | Nov 22, 2020 | ClassificationEquation Discovery | —Unverified | 0 |
