| Constrained or Unconstrained? Neural-Network-Based Equation Discovery from Data | May 30, 2024 | Equation Discoveryparameter estimation | CodeCode Available | 0 |
| Symmetry-Informed Governing Equation Discovery | May 27, 2024 | Equation Discovery | CodeCode Available | 1 |
| LLM4ED: Large Language Models for Automatic Equation Discovery | May 13, 2024 | Equation Discovery | CodeCode Available | 1 |
| LLM-SR: Scientific Equation Discovery via Programming with Large Language Models | Apr 29, 2024 | Equation DiscoveryInterpretable Machine Learning | CodeCode Available | 1 |
| Statistical Mechanics of Dynamical System Identification | Mar 4, 2024 | Bayesian InferenceEquation Discovery | —Unverified | 0 |
| Mechanistic Neural Networks for Scientific Machine Learning | Feb 20, 2024 | Equation DiscoveryGPU | CodeCode Available | 1 |
| GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations | Dec 18, 2023 | Equation Discoveryregression | CodeCode Available | 0 |
| Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots | Nov 28, 2023 | Equation Discovery | CodeCode Available | 0 |
| Towards stable real-world equation discovery with assessing differentiating quality influence | Nov 9, 2023 | Equation Discovery | —Unverified | 0 |
| A Bayesian framework for discovering interpretable Lagrangian of dynamical systems from data | Oct 10, 2023 | Equation Discovery | —Unverified | 0 |