Solving two-dimensional spin models with tensor networks (powered by PyTorch)
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Feb 1, 2026 - Python
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lattice-models
Here are 7 public repositories matching this topic...
Gaussian processes and Bayesian optimization for images and hyperspectral data
image-processing microscopy gaussian-processes bayesian-optimization colab-notebook hyperspectral-images lattice-models
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Nov 24, 2023 - Python
A demo to simulate 2D spin lattices with different shapes, boundary conditions, models and algorithms
metropolis-monte-carlo potts-model ising-model-2d xy-model kosterlitz-thouless-transition phase-transitions lattice-models spin-models wolff-algorithm ferromagnetism triangular-gr
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Aug 30, 2023 - Python
Qualitative and statistically grounded comparison of growth sampling and Metropolis Monte Carlo methods for three-dimensional self-avoiding polymer chains on a cubic lattice.
python monte-carlo computational-chemistry scientific-computing computational-physics markov-chain-monte-carlo self-avoiding-random-walk statistical-sampling stochastic-simulation polymer-physics lattice-models growth-sampling
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Jan 30, 2026 - Jupyter Notebook
In silico study of voting bloc emergence through allelomimetic behavior.
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Jul 31, 2025 - Jupyter Notebook
Splitting methods for semi-classical Hamiltonian dynamics of charge transfer in nonlinear lattices
charge-transfer lattice-models symplectic-integrators semi-classical-hamiltonian-dynamics splitting-methods intrinsic-localized-modes discrete-breathers
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Jul 20, 2023 - MATLAB
VibeSpin is a high-performance Python framework for simulating and analyzing 2D lattice spin systems (Ising, XY, and q-state Clock models) with Numba-accelerated Monte Carlo dynamics, correlation/structure diagnostics, and reproducible benchmarking workflows.
python statistical-mechanics scientific-computing data-analysis monte-carlo-simulation ising-model physics-simulation xy-model critical-phenomena spin-systems phase-transitions lattice-models spin-models clock-model
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Mar 16, 2026 - Jupyter Notebook
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