statistical-physics

Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.

A resource list for causality in statistics, data science and physics

Implementation of deep implicit attention in PyTorch

Markov chain Monte Carlo solver for lattice spin systems implemented by Julialang

open source E-book on statistical physics

A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.

A classic implementation in C++ of the famous 2D Ising Model.

An open-source toolkit for entropic time series analysis

Julia module to perform haplotype allele-specific DNA methylation analysis.

Codes and tutorials on thermodynamics and statistical physics

Code for 'Unbiased Monte Carlo Cluster Updates with Autoregressive Neural Networks'.

Gas simulation with graphical PyQt5 interface. It can simulate either an ideal or real gas and calculate some of its properties as the thermodynamic pressure, the particle velocity distribution, etc. It can also simulate some thermodynamics processes like an isothermal expansion or isochoric heating and calculate the compressibility.

Data, codes and script for a paper on Theory of the Canonical Ensemble

Markov chain Monte Carlo for topological phase transitions

Library for Monte Carlo Simulation applying the Bond Fluctuation Model

Implementation of approximate free-energy minimization in PyTorch

Contains python codes/notebooks for a machine learning review

1DPIMC: Path Integral Quantum Monte-Carlo simulation of one-dimensional many body particle system.

Another phase transition in the Axelrod model

Implementation of a minimal neural network model for the study of self-organized criticality

The Github Page of InPhyT.

Pair correlation function simulation for liquid noble gases.

Codes used in "Flocking and reorientation transition in the 4-state active Potts model" by S. Chatterjee, M. Mangeat, R. Paul and H. Rieger, published in EPL 130, 66001 (2020); and "Flocking with a q-fold discrete symmetry: Band-to-lane transition in the active Potts model" by M. Mangeat, S. Chatterjee, R. Paul and H. Rieger, published in Phys. Rev. E 102, 042601 (2020).

Python little library to simulate nanoscale hat transport from the Gray Model approach.

Some basic remarks about the probability theory and quantum mechanics.

Narrow escape problem in two-shell spherical domains. Codes for numerical simulations and numerical solution of PDEs.

Software for inferring the intrinsic fitness landscape of poliovirus capsid protein (vp1) and comparing it with that of analogous proteins in HIV

Simulation of phase transition on binary allows with lattice vacant sites using Monte Carlo Methods

Companion Jupyter Notebook for "Self-Assembly of a Dimer System"

An implementation of a genetic algorithm in Python for predicting equilibrium crystal structures for a given potential. The potential implemented here is the Daoud-Cotton model, but this can be easily changed.