A resource list for causality in statistics, data science and physics
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Updated
Mar 5, 2024
A resource list for causality in statistics, data science and physics
A collection of interactive notebooks to explain concepts of quantum mechanics and related topics
📖 Algorithms in simulation: Markov chain Monte Carlo, Hybrid Monte Carlo, Heat Bath Algorithm, Path integral, Density matrices etc.
Pytorch differentiable molecular dynamics
Statistical Mechanics on Lattices
open source E-book on statistical physics
Error propagation and statistical analysis for Markov chain Monte Carlo simulations in lattice QCD and statistical mechanics using autograd
Parallel random matrix tools and complexity for deep learning
Simulation of an Ideal Gas to Verify Maxwell-Boltzmann distribution
Lorenz attractors, statistical mechanics, nonlinear dynamical systems, computational physics.
computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks
Course notes for Molecular Simulations 0351-4057, Tel Aviv University
A package to calculate ensemble averaged waves in heterogeneous materials. The focus is on wave propagation, scattering, and reflection, from particulate and porous materials.
Algorithms used in Statistical Mechanics
Lectures of the course of Statistical Mechanics at the University of Padova (2019/2020)
Implementations of the Heisenberg model in statistical mechanics, done in Python 2.7.12 (with NumPy, SciPy, and matplotlib).
mechanics, statistical mechanics, fluid dynamics, thermodynamics, quantum mechanics, electromagnetism
A repository of all my codes and simulations used to teach Intermediate Statistical Mechanics to masters students at the University of Burdwan
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