conftrace_

equation discovery

11 papers

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Co-occurring keywords

symbolic regression (54) genetic programming (30) partial differential equation (222) uncertainty quantification (1393) bayesian inference (1907) equivariance constraint (5) scientific machine learning (23) search algorithm (109) scientific discovery (44) operator selection (3)

Papers

Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels AISTATS 2024
Symmetry-Informed Governing Equation Discovery NIPS 2024
Racing Control Variable Genetic Programming for Symbolic Regression AAAI 2024
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations AAAI 2024
Transformer-based Planning for Symbolic Regression NIPS 2023
D-CIPHER: Discovery of Closed-form Partial Differential Equations NIPS 2023
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty NIPS 2022
CoNSoLe: Convex Neural Symbolic Learning NIPS 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