shadzzz90

Machine-Learning-for-Accelerated-Polymer-Design

Deep-Neural-Network-for-Predcition-of-Crystal-Stability

Heat-Equation-using-Deep-Galerkin-Method-and-DeepXDE

Inverse-Source-Problems-using-Physics-Informed-Deep-Learning

Solving-Partial-Differential-Equations-using-Python

Stress-Prediction-Using-Deep-Learning

AeroPython

Classical Aerodynamics of potential flow using Python and Jupyter Notebooks

cfd-gcn

CFDPython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

CNNFOIL

A convolutional encoder-decoder model for flow field around airfoils

Data-Science-Books-1

DL_Stress_TAA

fnc-extras

Extra materials for *Fundamentals of Numerical Computation* by Driscoll and Braun.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

RCPSP-Genetic-Algorithm

gpubootcamp

This repository consists for gpu bootcamp material for HPC and AI

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subject are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

Learn-CUDA-Programming

Learn CUDA Programming, published by Packt

LSTM-Wind-Speed-Forecasting

LSTM to predict wind speed

NeuralNetwork-NASA-Dataset

pix2pix

Image-to-image translation with conditional adversarial nets

pointnet-keras

Keras implementation for Pointnet

PointNet-Keras-1

Implementating PointNet with Keras

pycalculix

Python 3 library to automate and build finite element analysis (FEA) models in Calculix. Meshing uses Calculix or GMSH.

shadzzz90.github.io

ToolOfTheWeekSympy

Jupyter Notebook for my "Tool of the Week - Sympy" Youtube video.

utilities-for-STAR-CCM

Java macros intended to optimize workflow in STAR-CCM+

Vortex-Identification-using-ML