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3d-machine-learning

A resource repository for 3D machine learning

adflow

ADflow is a finite volume RANS solver tailored for gradient-based aerodynamic design optimization.

airfoil-opt-gan

Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"

bezier_shapes

A 2D shape generator using Bezier curves

cylinder2dflowcontrolgeneral

Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dlm4py

A basic DLM implementation in fortran with a python wrapper

docs

egads4py

Python interface to EGADS

euler2d

2-D inviscid flow and adjoint solver

fd2d-adjoint

finite difference wave propagation in 2D. Both SH and P-SV, with forward and adjoint calculations and the possibility to compute kernels

funtofem

Generic aeroelastic analysis and adjoint-based gradient evaluation tools

openmdao-framework

A python based open-source (Apache 2.0) engineering analysis framework designed to facilitate the use of MDAO. To add issues, visit our user forums at http://www.openmdao.org/forum . NOTE: this version is no longer being developed. The current active version can be found here: https://github.com/OpenMDAO/OpenMDAO.

openvsp

A parametric aircraft geometry tool

pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

python-lectures

smt

Surrogate Modeling Toolbox

su2

SU2: An Open-Source Suite for Multiphysics Simulation and Design

tacs

Finite-element library for analysis and adjoint-based gradient evaluation

tensorflow

An Open Source Machine Learning Framework for Everyone

umich-eecs545-lectures

This repository contains the lecture materials for EECS 545, a graduate course in Machine Learning, at the University of Michigan, Ann Arbor.

viz

Visualize GitHub's most popular repos of 2016 and 2015. http://www.donnemartin.com/viz

webvrtopo

Visualization tools for topology optimization