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Equation Discovery

Papers

Showing 2130 of 65 papers

TitleStatusHype
Constrained or Unconstrained? Neural-Network-Based Equation Discovery from DataCode0
Symmetry-Informed Governing Equation DiscoveryCode1
LLM4ED: Large Language Models for Automatic Equation DiscoveryCode1
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
Statistical Mechanics of Dynamical System Identification0
Mechanistic Neural Networks for Scientific Machine LearningCode1
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dotsCode0
Towards stable real-world equation discovery with assessing differentiating quality influence0
A Bayesian framework for discovering interpretable Lagrangian of dynamical systems from data0
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