Assortment of code for model systems in computational physics
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Updated
Jan 2, 2023 - Jupyter Notebook
Assortment of code for model systems in computational physics
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.
Statistical Mechanics on Lattices
A program implementing Metropolis Monte Carlo for the 2D square-lattice Ising model and the spin block renormalization
An information-theoretic pipeline for methylation analysis of WGBS data
QUBO model solver using Intel dpcpp
Repository for the Software and Computing for Applied Physics Project
Markov chain Monte Carlo solver for lattice spin systems implemented in Julialang
Sawatabi is an application framework to develop and run stream-data-oriented Ising applications with quantum annealing.
Coherent Ising Machine implementation, simulation, Python codes for MC simulation
Simulating the two-dimensional Ising model using the Metropolis-Hastings algorithm.
Simulation of XYmodel and ISING model of graphene-like lattice with Metropolis Monte Carlo
A classic implementation in C++ of the famous 2D Ising Model.
PCA, Factor Analysis, CCA, Sparse Covariance Matrix Estimation, Imputation, Multiple Hypothesis Testing
Differentiable Tensor Renormalization Group for square Ising
A C++ program for simulating the 2D Ising model using classical Monte Carlo method. External magnetic field is introduced. Spontaneous magnetization is observed below the transition temperature. Hysteresis loop for magnetization versus external field emerges below the transition temperature.
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