Statistical phyiscs
📖 Algorithms in simulation: Markov chain Monte Carlo, Hybrid Monte Carlo, Heat Bath Algorithm, Path integral, Density matrices etc.
open source E-book on statistical physics
Source code of the Theoretical Physics Reference online book
Provides code and data for the paper "Improved bounds on entropy production in living systems". All code is in MATLAB
Lorenz attractors, statistical mechanics, nonlinear dynamical systems, computational physics.
The study of the dynamics of such fine needle-like molecules as microtubules, microfilaments, and carbon nanotubes in solution has been a challenging area due to the anisotropy of the particles and…
Flatiron Institute Fast Multipole Libraries --- This codebase is a set of libraries to compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precision, in thre…
Lecture notes and code for the course PHYS6350 Computational Physics at the University of Houston
A collection of interactive notebooks to explain concepts of quantum mechanics and related topics
A resource list for causality in statistics, data science and physics
Official PyTorch implementation of "Learning Entropy Production via Neural Networks" (PRL 2020).
A Python library and command line interface for automated free energy calculations