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The Intelligence for Design, Engineering, And Learning (IDEAL) Lab

GitHub repositories for the Intelligence for Design, Engineering, And Learning (IDEAL) Lab

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Switzerland

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ideallab.github.io ideallab.github.io Public

IDEAL Lab website repository

HTML 5 8

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Showing 10 of 45 repositories

EngiBench Public
Benchmarks for automated engineering design

IDEALLab/EngiBench’s past year of commit activity

Python 26 GPL-3.0 1 9 2 Updated Jan 8, 2026
EngiOpt Public
Learning and optimization algorithms compatible with EngiBench

IDEALLab/EngiOpt’s past year of commit activity

Jupyter Notebook 14 GPL-3.0 5 1 0 Updated Jan 7, 2026
ML4ME_Textbook Public
Textbook and Course Notes for ETHZ's ML4ME course

IDEALLab/ML4ME_Textbook’s past year of commit activity

Jupyter Notebook 5 1 0 0 Updated Jan 5, 2026
glue Public

IDEALLab/glue’s past year of commit activity

0 MIT 0 0 0 Updated Dec 18, 2025
OptimizingDiffusionSciTech2024 Public
Dataset for the paper presented at SciTech 2024 "Optimizing Diffusion to Diffuse Optimal Designs"

IDEALLab/OptimizingDiffusionSciTech2024’s past year of commit activity

Jupyter Notebook 7 0 0 0 Updated Dec 4, 2025
VQGAN-TO Public
Repository for the JMD Paper "To Quantize or Not to Quantize: Effects on Generative Models for Topology Optimization Problems"

IDEALLab/VQGAN-TO’s past year of commit activity

C++ 0 MIT 0 0 0 Updated Oct 17, 2025
EngiTeach Public Forked from IDEALLab/EngiOpt
EngiBench / EngiOpt problems for Teaching in ML4ME

IDEALLab/EngiTeach’s past year of commit activity

Jupyter Notebook 0 GPL-3.0 5 0 0 Updated Sep 30, 2025
airfoil-opt-gan Public
Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"

IDEALLab/airfoil-opt-gan’s past year of commit activity

Python 78 MIT 28 0 2 Updated Apr 3, 2025
ideallab.github.io Public
IDEAL Lab website repository

IDEALLab/ideallab.github.io’s past year of commit activity

HTML 5 8 0 0 Updated Jan 2, 2025
FinDeR Public
Website repository for the Frontiers in Design Representation Summer School

IDEALLab/FinDeR’s past year of commit activity

SCSS 0 MIT 1 0 0 Updated Jul 9, 2024

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