jatropj's repositories
aphros
Finite volume solver for incompressible multiphase flows with surface tension. Foaming flows in complex geometries.
ApplNumComp
Applied Numerical Computing Course
BubMask
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
burger-pinn
A Physics-Informed Neural Network for solving Burgers' equation.
ch4-project
Eulerian-Lagrangian fluid dynamics platform
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.
DLBFoam-Advanced-Tutorials
Advanced combustion tutorial cases for DLBFoam library for OpenFOAM
ECOGEN
A CFD open source code dedicated to multiphase compressible flows
elmerfem
Official git repository of Elmer FEM software
firedrake
Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)
hybridBiotInterFoam
OpenFOAM solver for performing single- and two-phase flow simulations on hybrid-scale deformable porous media.
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.
IBAMR
An adaptive and distributed-memory parallel implementation of the immersed boundary (IB) method
jax-cfd
Computational Fluid Dynamics in JAX
JuliaProgrammingForNervousBeginners
A course for people who are hesitant but curious about learning to write code in Julia.
JuliaTutorials
Learn Julia via interactive tutorials!
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)
MPLBM-UT
Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)
numpy
The fundamental package for scientific computing with Python.
Oceananigans.jl
🌊 Julia software for fast, friendly, flexible, data-driven, ocean-flavored fluid dynamics on CPUs and GPUs
opencv
Open Source Computer Vision Library
opencv-course
Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.
openvino_notebooks
📚 A collection of Jupyter notebooks for learning and experimenting with OpenVINO 👓
phasta
Parallel Hierarchic Adaptive Stabilized Transient Analysis of compressible and incompressible Navier Stokes equations
Quantum-Computing-UK-Repository
This repository contains all of the code found in the quantum computing tutorials at : https://quantumcomputinguk.org.
training-material
A collection of code examples as well as presentations for training purposes
wall_modeling
Development of OpenFOAM wall functions for turbulent flows