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  • IDEAL Lab website repository

    HTML Updated Jul 26, 2022
  • MTO Public

    Forked from MTopOpt/MTO

    Parallel solver for thermal-fluid-structural topology optimization on structured grids.

    C++ Updated Jul 26, 2022
  • 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 Updated Jun 29, 2022
  • 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 MIT License Updated Jun 1, 2022
  • 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 MIT License Updated Oct 5, 2021
  • DeCNN, GNN, and pipe flow simulation code associated with our accepted IDETC 2020 paper: "Learning to Abstract and Compose Mechanical Device Function and Behavior."

    Python MIT License Updated Oct 5, 2021
  • Automated 3D printing slicer that generates both 2D cross-section images and sliced 3D solids (.STEP)

    Visual Basic GNU General Public License v3.0 Updated Nov 23, 2019
  • Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"

    Python MIT License Updated Nov 6, 2019
  • SLAPred Public

    Database creation for SLA prediction using deep learning

    MATLAB 1 Updated Jul 16, 2018