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This repository extends the original LGE-CNN(https://gitlab.com/openpixi/lge-cnn/-/tree/master) codebase, aiming to offer a modular and extensible deep learning framework with rigorous mathematical derivations and physical interpretations.

journals.aps.org/prl/abstract/10.1103/PhysRevLett.128.032003

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Lattice-gauge-equivariant-CNN

This repository extends the original LGE-CNN codebase, aiming to offer a modular and extensible deep learning framework with rigorous mathematical derivations and physical interpretations.

Run Notebooks on Google Colab

  • Open in Colab U(1) LGE Demo
  • Open in Colab SU(2) Spin 1/2 LGE Demo
  • Open in Colab SU(2) Spin 1 LGE Demo

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This repository extends the original LGE-CNN(https://gitlab.com/openpixi/lge-cnn/-/tree/master) codebase, aiming to offer a modular and extensible deep learning framework with rigorous mathematical derivations and physical interpretations.

journals.aps.org/prl/abstract/10.1103/PhysRevLett.128.032003

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