Statistical Mechanics on Lattices
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Updated
Sep 7, 2026 - Python
Statistical Mechanics on Lattices
Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.
Python implementation of the Ising model
Generate 1- and 2-electron integrals so that molecular quantum chemistry software can be used for model Hamiltonians.
Quasi-Quantum Annealing (QQA): a GPU solver for combinatorial & spin-glass optimisation — PyTorch library + live Streamlit dashboard. ICLR 2025.
Sawatabi is an application framework to develop and run stream-data-oriented Ising applications with quantum annealing.
Repository for the Software and Computing for Applied Physics Project
2d Ising Model Montecarlo Simulation using Metropolis Algorithm
Monte Carlo simulations of magnetic systems in Python
Monte Carlo simulation of the Ising Model using the Metropolis Algorithm
D-Wave Instance Generator (D-WIG)
Gene Regulatory Interaction Network Simulator - GRiNS
Markov Random Field (MRF) Ising Model Gibbs Sampler simulating ferromagnetic phase transitions, spin couplings, and canonical partition energy distributions.
Software platform for Thermodynamic Sampling Units - probabilistic computing emulator
Markov Random Field (MRF) Ising Model Gibbs Sampler simulating ferromagnetic phase transitions, spin couplings, and canonical partition energy distributions.
Generating samples from Ising model.
Fast Monte Carlo simulation of the Ising model written in Python
Python implementation of Ising model in 2D and 3D
Implementations of the Heisenberg model in statistical mechanics, done in Python 2.7.12 (with NumPy, SciPy, and matplotlib).
This Project contains code to simulate a Quasi 3D Ising Model in Python using Numpy & Numba.
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