Computational Design Laboratory

All

8 repositories

scimlstudio
Public
Provides various ML models for engineering and scientific applications
machine-learning deep-learning gaussian-processes bayesian-optimization uncertainty-propagation surrogate-models scientific-machine-learning multi-fidelity-modeling design-under-uncertainty
Python
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MIT License
•0•0•0•0•Updated Feb 13, 2026Feb 13, 2026
surrogate-methods
Public
Jupyter book for AAE 590 - Surrogate methods
optimization gaussian-processes uncertainty-propagation design-of-experiments surrogate-modelling sequential-modelling
Jupyter Notebook
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GNU General Public License v3.0
•1•0•0•0•Updated Feb 13, 2026Feb 13, 2026
blackbox
Public
Blackbox provides a standarized and efficient interface for evaluating variety of blackbox functions for various surrogate-based design activities
structures data-generation bayesian-optimization uncertainty-propagation aerodynamics surrogate-modelling blackbox-optimization multidisciplinary
Python
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Apache License 2.0
•2•3•0•0•Updated Feb 4, 2026Feb 4, 2026
rombo
Public
ROMBO: Scalable composite Bayesian optimization for engineering design using nonintrusive reduced order models
deep-learning gaussian-processes bayesian-optimization engineering-design reduced-order-modeling composite-bayesian-optimization
Python
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Apache License 2.0
•0•0•0•0•Updated Jan 9, 2026Jan 9, 2026
Hyperparameter-Optimization
Public
Hyperparameter optimization work done by Taeho Jeong during Master's degree (Fall 2022 ~ Fall 2024)
Python
•0•0•0•0•Updated Dec 19, 2025Dec 19, 2025
aircraft-design
Public
Jupyter book for AAE 451 - Aircaft Design
aircraft-design
Jupyter Notebook
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GNU General Public License v3.0
•0•0•0•0•Updated Nov 26, 2025Nov 26, 2025
snbo
Public
Repository for scalable neural network-based blackbox optimization algorithm
optimization neural-networks bayesian-optimization blackbox-optimization
Python
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Other
•0•1•0•0•Updated Nov 24, 2025Nov 24, 2025
aerospace-system-design
Public
Jupyter book for AAE 351 - Aerospace System Design
Shell
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GNU General Public License v3.0
•0•0•0•0•Updated Aug 1, 2024Aug 1, 2024