funkfuzz

GP-E

Gazepoint Estimation algorithm

machine-learning-applied-to-cfd

Examples of how to use machine learning algorithms in computational fluid dynamics.

PDE-FIND

Vibration-analysis-of-a-simplified-model-of-an-industrial-washing-machine-with-Matlab-and-Simulink

Vibration analysis of a simplified model of an industrial washing machine with Matlab and Simulink.

3D-Machine-Learning

A resource repository for 3D machine learning

Blender-FLIP-Fluids

The FLIP Fluids addon is a tool that helps you set up, run, and render high quality liquid fluid effects all within Blender, the free and open source 3D creation suite.

build-your-own-x

🤓 Build your own (insert technology here)

CFD-DeepLearning-UNET

CFD-DeepLearning-UNET

circleOfFifths

Deep-Flow-Prediction

A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning

deepxde

Deep learning library for solving differential equations and more

delfem2

Research prototyping framework for physics simulation written in C++

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

FBPINNs

Reproduces the results of the paper "Finite Basis Physics-Informed Neural Networks (FBPINNs): a scalable domain decomposition approach for solving differential equations".

flowtorch

flowTorch - a Python library for analysis and reduced-order modeling of fluid flows

GazeTR

The codes and models in 'Gaze Estimation using Transformer'.

harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

Image-Super-Resolution-via-Iterative-Refinement

Unoffical implementation about Image Super-Resolution via Iterative Refinement by Pytorch

node-occ

build BREP Solids with OpenCascade and NodeJS - 3D Modeling

openpiv-podbox

OpenPIV Proper Orthogonal Decomposition (POD) Matlab Toolbox

paparazzi

Paparazzi is a free and open-source hardware and software project for unmanned (air) vehicles. This is the main software repository.

PGML

This repository contains codes related to our work on physics-guided machine learning.

PINNs-1

Physics Informed Neural Networks

point-e

Point cloud diffusion for 3D model synthesis

PyGeM

Python Geometrical Morphing

pySINDy

SINDy (Sparse Identification of Nonlinear Dynamics) algorithms

PythonFOAM

In-situ data analyses and machine learning with OpenFOAM and Python

Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

sdf3d

3D Signed Distance Field

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.