DrJustinHodges

DrJustinHodges's Stars

• Mohamedelrefaie/DrivAerNet

  A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

  Language:Python8112

• SamitHuang/MLProject_CNN_CAE

  Language:Python1

• ikespand/ml4db

  ML4DB acronymed for Machine Learning for Dittus-Boelter equation, and it is a simple machine learning program (for teaching purpose) written in Python.

  Language:Python51

• okada39/pinn_cavity

  Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.

  Language:Python11429

• rezaakb/pinns-tf2

  PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.

  Language:Python7022

• Shengfeng233/PINN-for-turbulence

  A pytorch implementation of several approaches using PINN to slove turbulent flow

  Language:Python537

• muaz-urwa/PCA-vs-AutoEncoders

  Language:Jupyter Notebook244

• LLNL/gLaSDI

  Language:Python28

• voila-dashboards/voila

  Voilà turns Jupyter notebooks into standalone web applications

  Language:Python5.4k500

• drgona/PIML_ACC2023

  Material for the tutorial on "Physics-Informed Machine Learning (PIML) for Modeling and Control of Dynamical Systems" presented at the American Control Conference 2023.

  133

• maziarraissi/PINNs

  Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

  Language:Python3.6k1.2k

• xiaoyuxie-vico/PyDimension

  Dimensionless learning codes for our paper called "Data-driven discovery of dimensionless numbers and governing laws from scarce measurements".

  Language:Jupyter Notebook304

• AndreWeiner/ml-cfd-lecture

  Lecture material for machine learning applied to computational fluid mechanics

  Language:Jupyter Notebook24595

• loliverhennigh/Computational-Fluid-Dynamics-Machine-Learning-Examples

  This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.

  Language:Python27090

• thunil/Deep-Flow-Prediction

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

  Language:C++281117

• wolny/pytorch-3dunet

  3D U-Net model for volumetric semantic segmentation written in pytorch

  Language:Jupyter Notebook2k489

• dso-org/deep-symbolic-optimization

  A deep learning framework for symbolic optimization.

  Language:Python565122

• agrija9/Convolutional-VAE-for-3D-Turbulence-Data

  A Convolutional Variational Autoencoder (CVAE) for 3D CFD data reconstruction and generation.

  Language:Python312

• samgregoost/Spectral-GAN

  Language:Python73

• Project-MONAI/tutorials

  MONAI Tutorials

  Language:Jupyter Notebook1.8k664

• probml/pyprobml

  Python code for "Probabilistic Machine learning" book by Kevin Murphy

  Language:Jupyter Notebook6.5k1.5k

• Saakaarb/Deep-Learning-for-Aerodynamic-Prediction

  This repository contains code used to create and train a deep neural network that replicates a RANS solver for aerodynamic prediction over airfoils.

  Language:Python309

• AndreWeiner/machine-learning-applied-to-cfd

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

  Language:Jupyter Notebook23686

• ikespand/awesome-machine-learning-fluid-mechanics

  Curated list for ML in FM

  17342

• Ceyron/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)

  Language:Jupyter Notebook819177

• abhishekkrthakur/colabcode

  Run VSCode (codeserver) on Google Colab or Kaggle Notebooks

  Language:Python2.1k275

• llSourcell/Make_Money_with_Tensorflow_2.0

  This is the code for "Make Money with Tensorflow 2.0" by Siraj Raval

  Language:Jupyter Notebook542226

• PyFR/PyFR

  PyFR

  Language:Python432196

• NVIDIA/DeepLearningExamples

  State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

  Language:Jupyter Notebook13.2k3.2k

• abhishekkrthakur/autoxgb

  XGBoost + Optuna

  Language:Python66589