equation-learning

Here are 4 public repositories matching this topic...

mathLab / PINA

Physics-Informed Neural networks for Advanced modeling

python machine-learning deep-learning modeling pytorch ode neural-networks differential-equations pde hacktoberfest pinn physics-informed pytorch-lightning physics-informed-neural-networks torch-geometric neural-operators equation-learning lightining

Updated Nov 6, 2025
Python

msmrexe / neurosymbolic-regression-ai-methods

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An exploration of AI-driven symbolic regression, implementing and analyzing two key methods: Equation Learner (EQL) neural networks and a Seq2Seq Transformer model.

university-project transformer symbolic-regression course-project seq2seq encoder-decoder system-2 equation-learning neurosymbolic-ai

Updated Nov 4, 2025
Python

mjayadharan / DAE-FINDER_dev

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Python package to discover Differential Algebraic Equations (DAEs) from noisy data using sparse optimization framework.

ml dynamical-systems dae differential-algebraic-equations sparse-optimization equation-learning

Updated Oct 14, 2025
Jupyter Notebook

heal-research / HEAL.EquationSearch

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Equation learning with tree search using an expression grammar

symbolic-regression tree-search nonlinear-regression equation-learning

Updated Nov 16, 2023
C#

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equation-learning

Here are 4 public repositories matching this topic...

mathLab / PINA

msmrexe / neurosymbolic-regression-ai-methods

mjayadharan / DAE-FINDER_dev

heal-research / HEAL.EquationSearch

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