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2D Cartesian Quadtree Adaptive Mesh Refinement (AMR) for multiphase Five Equations Model
Finite Volume discretised Conduction, Convection, Advection/Diffusion modelling in FORTRAN
python package of compressible flow functions
Classical Aerodynamics of potential flow using Python and Jupyter Notebooks
Initialize the alpha (VOF) field with an input shape surface mesh in .stl format. The previous fluid shape will be retained.
AMReX: Software Framework for Block Structured AMR
Finite volume solver for incompressible multiphase flows with surface tension. Foaming flows in complex geometries.
My personal collection of Riemann solvers using MUSCL and WENO schemes written as short Matlab scripts
ArtraCFD: A Computational Fluid Dynamics Solver
Curated list for ML in FM
BoSSS is a flexible framework for the development, evaluation & application of numerical discretization schemes based on the Discontinuous Galerkin method
☴🖩 Compressible Aerodynamics Calculator for Python
Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulations and figures are provided.
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.
The CFD General Notation System (CGNS) provides a standard for recording and recovering computer data associated with the numerical solution of fluid dynamics equations. All development work and bug fixes should be based off the 'develop' branch, CGNS uses the branching model Gitflow. https://cgnsorg.atlassian.net is used for issue tracking.
A list of papers relating Computational Physics and Machine Learning
Thermophysical properties for the masses
CoolProp integrated table generator and thermophysical class for OpenFOAM 5.x
A deep learning package for many-body potential energy representation and molecular dynamics
DeepONet extrapolation
DeepONet & FNO (with practical extensions)
Deep learning library for solving differential equations
Discontinuous Galerkin solver for compressible flows
DFSR is a synthetic inflow turbulence generation method tailored to computational wind engineering applications.
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
DLBFoam: An open-source dynamic load balancing model for fast reacting flow simulations in OpenFOAM. https://arxiv.org/abs/2011.07978 https://arxiv.org/abs/2105.12070
DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable implementation of molecular force field models.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.