jatropj's repositories

aphros

Finite volume solver for incompressible multiphase flows with surface tension. Foaming flows in complex geometries.

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ApplNumComp

Applied Numerical Computing Course

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BubMask

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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burger-pinn

A Physics-Informed Neural Network for solving Burgers' equation.

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ch4-project

Eulerian-Lagrangian fluid dynamics platform

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DeepPDELearner

This repository introduces Partial Differential Equation Solver using neural network that can learn resolution-invariant solution operators on Navier-Stokes equation. Solving PDE is the core subject of numerical simulation and is widely used in science and engineering, from molecular dynamics to flight simulation, and even weather forecasting.

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DLBFoam-Advanced-Tutorials

Advanced combustion tutorial cases for DLBFoam library for OpenFOAM

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ECOGEN

A CFD open source code dedicated to multiphase compressible flows

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elmerfem

Official git repository of Elmer FEM software

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firedrake

Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)

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hybridBiotInterFoam

OpenFOAM solver for performing single- and two-phase flow simulations on hybrid-scale deformable porous media.

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IB2d

An easy to use immersed boundary method in 2D, with full implementations in MATLAB and Python that contains over 60 built-in examples, including multiple options for fiber-structure models and advection-diffusion, Boussinesq approximations, and/or artificial forcing.

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IBAMR

An adaptive and distributed-memory parallel implementation of the immersed boundary (IB) method

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jax-cfd

Computational Fluid Dynamics in JAX

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JuliaProgrammingForNervousBeginners

A course for people who are hesitant but curious about learning to write code in Julia.

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JuliaTutorials

Learn Julia via interactive tutorials!

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machine-learning-and-simulation

All the handwritten notes and source code files used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

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MPLBM-UT

Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)

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numpy

The fundamental package for scientific computing with Python.

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Oceananigans.jl

๐ŸŒŠ Julia software for fast, friendly, flexible, data-driven, ocean-flavored fluid dynamics on CPUs and GPUs

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opencv

Open Source Computer Vision Library

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opencv-course

Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.

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openvino_notebooks

๐Ÿ“š A collection of Jupyter notebooks for learning and experimenting with OpenVINO ๐Ÿ‘“

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phasta

Parallel Hierarchic Adaptive Stabilized Transient Analysis of compressible and incompressible Navier Stokes equations

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Quantum-Computing-UK-Repository

This repository contains all of the code found in the quantum computing tutorials at : https://quantumcomputinguk.org.

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training-material

A collection of code examples as well as presentations for training purposes

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wall_modeling

Development of OpenFOAM wall functions for turbulent flows

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