cavity-method

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joebacchus / GNN-cavity-opt

This is supporting code for the work "Graph neural networks and the energetic cavity method for combinatorial optimization" by Joe Bacchus George and George T. Cantwell.

machine-learning belief-propagation statistical-physics combinatorial-optimization graph-neural-networks min-sum cavity-method

Updated Sep 7, 2026
Python

simahashemi / Network-Inference-Random-Matrix-Models

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Implements the Cavity Method on a 1D Ising model, derives the Wigner semicircle law via Random Matrix Theory, and explores electron conduction in disordered systems using the Anderson model.

network-inference computational-physics belief-propagation statistical-physics random-matrix-theory ising-model-1d anderson-model disordered-systems spectral-density cavity-method wigner-semicircle-law

Updated May 25, 2025
Python

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