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Thermal-Phase-Transition-MC-GPU-Simulation
Thermal-Phase-Transition-MC-GPU-Simulation PublicMonte Carlo Simulation of 2D Ising model, 2D XY model and 2D Potts model with using PyTorch GPU acceleration.
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Lattice-gauge-equivariant-CNN
Lattice-gauge-equivariant-CNN PublicThis 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…
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EfficientSVD
EfficientSVD PublicThis Python class computes SVD (A = U S Vh) for various matrix types (NumPy, PyTorch, SciPy sparse). It automatically selects the optimal backend (PyTorch, SciPy, or Scikit-learn) based on matrix p…
Python 2
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Einstein-tensor-calculator
Einstein-tensor-calculator PublicCalculate Christoffel symbols, Riemann curvature tensor, Ricci tensor/scalar, and Einstein tensor symbolically using Python and SymPy for arbitrary spacetime metrics.
Jupyter Notebook 1
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Lattice-Field-MCMC-GPU
Lattice-Field-MCMC-GPU PublicUse GPU-accelerated Markov chain Monte Carlo methods to simulate lattice field theory.
Jupyter Notebook 1
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