Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulent convection and turbulent atmospheric physics.

ADDA - light scattering simulator based on the discrete dipole approximation

Deep R Programming (Open-Access Textbook)

Large suite of N-body simulations

💫 Parallel Hybrid Particle In Cell code with Adaptive mesh REfinement

Genetic algorithms applied in Computer Fluid Dynamics for multiobjective optimization - Senior Thesis in Mechanical Engineering at the University of Vermont

Read only copy of https://gitlab.com/scilab/scilab

Matlab toolbox for generating 2D meshes from EBSD data

CUDA acceleration for Trixi.jl

C++ library for Exact Diagonalization of quantum many-body systems

Simulations and projects in computational physics.

Synthesizer - a code for creating synthetic astrophysical observables

Numerical methods for edge and scrape-off layer blob and turbulence simulations. Homepage:

Genetic Algorithm (GA) for a Multi-objective Optimization Problem (MOP)

Multilayer Electromagnetic Solver for Heat transfer

Exact calculation of the overlap volume and area of spheres and mesh elements

XBeach open-source numerical model to simulate hydrodynamic and morphodynamic processes and impacts on sandy coasts

The PyFlow package is a Python implementation of the flow equation method for approximately diagonalising large many-body quantum systems, and simulating their non-equilibrium dynamics.

Setup, run, post process, and visualize numerical simulations. Primarily SW4

Abaqus 6.14 plugin for user-defined constitutive models testing

Miscellaneous methods for Astronomy and Data Science. Array methods, statistical distributions, computing goodness-of-fit, numerical simulations and much more

The Systems Biology Simulation Core Library (SBSCL) provides an efficient and exhaustive Java implementation of methods to interpret the content of models encoded in the Systems Biology Markup Language (SBML) and its numerical solution.

Differentiable Virtual Telescope to produce Mock Galaxy Images

MuPIF is open-source, modular, distributed, object-oriented integration platform allowing to create complex, distributed, multiphysics simulation workflows across the scales and processing chains by combining existing simulation tools. Platform comes with data management system allowing to build digital twin representations of physical systems.

A simple numerical MHD simulation code in python.

A tool box for cold-atom simulations.

An easy to use FEA software that allows you to implement your own physics models

2D LBM channel flow simulation with particle interaction.

Source code of the numerical model developed by Bogoni et al. WRR 2017 to simulate the long-term migration of meandering rivers flowing above self-formed heterogeneous floodplains.