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.

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

D-Wave Instance Generator (D-WIG)

Monte Carlo simulation of the Ising Model using the Metropolis Algorithm

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).

Gene Regulatory Interaction Network Simulator - GRiNS

This Project contains code to simulate a Quasi 3D Ising Model in Python using Numpy & Numba.

Project to generate novel Ising model spin states using Restricted Boltzmann Machines. Implemented using Python and SciKit-Learn. Coursework for course on Neural Networks. (MSc Computer Science level, Leiden University)

D-Wave Ising Sample Collector (D-WISC)

Utilities for working with bqpjson data

Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184