equation discovery

LLM-SR: Scientific Equation Discovery via Programming with Large Language Models ICLR 2025 Amortized Equation Discovery in Hybrid Dynamical Systems ICML 2024 Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels AISTATS 2024 GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations AAAI 2024 Racing Control Variable Genetic Programming for Symbolic Regression AAAI 2024 Symmetry-Informed Governing Equation Discovery NeurIPS 2024 D-CIPHER: Discovery of Closed-form Partial Differential Equations NeurIPS 2023 Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search ICLR 2023 Transformer-based Planning for Symbolic Regression NeurIPS 2023 Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty NeurIPS 2022 CoNSoLe: Convex Neural Symbolic Learning NeurIPS 2022 Automated Symbolic Law Discovery: A Computer Vision Approach AAAI 2021 Differential Spectral Normalization (DSN) for PDE Discovery AAAI 2021 Neural Symbolic Regression that scales ICML 2021