The Informatics for Design, Engineering, And Learning (IDEAL) Lab
Pinned
Repositories
- Least_Volume_ICLR2024 Public
- OptimizingDiffusionSciTech2024 Public
Dataset for the paper presented at SciTech 2024 "Optimizing Diffusion to Diffuse Optimal Designs"
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- JMD-Diversity-in-Bayesian-Optimization Public
Code to support the experiments published in "How Diverse Initial Samples Help and Hurt Bayesian Optimizers" in the Journal of Mechanical Design
- airfoil-opt-gan Public
Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"
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- Optimal_Airfoil_Geometry_IDETC2022 Public
Machine learning models and 2D airfoil dimensionality reduction code associated with our accepted IDETC 2022 paper: "Effect of Optimal Geometries and Performance Parameters on Airfoil Latent Space Dimension."
- IH-GAN_CMAME_2022 Public
IH-GAN, data generation, and topology optimization code associated with our accepted CMAME 2022 paper: "IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures."
