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1. CEBGAN_JMD_2021 CEBGAN_JMD_2021 Public

   CEBGAN and airfoil optimization code associated with our accepted JMD 2021 paper: "Inverse Design of 2D Airfoils using Conditional Generative Models and Surrogate Log-Likelihoods."

   Jupyter Notebook 2

2. IH-GAN_CMAME_2022 IH-GAN_CMAME_2022 Public

   IH-GAN, data generation, and topology optimization code associated with our CMAME 2022 paper: "IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures."

   MATLAB 2 1

3. ID_Conduction_IDETC_2022 ID_Conduction_IDETC_2022 Public

   Machine learning models and 2D heat sink topology optimization code associated with our accepted IDETC 2022 paper: "Mean Squared Error may lead you astray when Optimizing your Inverse Design methods."

   Python 2 1

4. SLAPred SLAPred Public

   Database creation for SLA prediction using deep learning

   MATLAB 1

5. 3d_Slicer_Inventor_Add-In 3d_Slicer_Inventor_Add-In Public

   Automated 3D printing slicer that generates both 2D cross-section images and sliced 3D solids (.STEP)

   Visual Basic

6. airfoil-opt-gan airfoil-opt-gan Public

   Forked from IDEALLab/airfoil-opt-gan

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

   Python