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1. Batch-mode-DeepAL-for-regression Batch-mode-DeepAL-for-regression Public

   Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression

   Jupyter Notebook 11

2. UUV-design-optimization UUV-design-optimization Public

   A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model

   Jupyter Notebook 12 1

3. usnistgov/TEChallengeComponentModel usnistgov/TEChallengeComponentModel Public

   Component model for NIST Transactive Energy Challenge

   6 4

4. Rigorous-evaluation-of-ML-models Rigorous-evaluation-of-ML-models Public

   Experimenting tools and techniques to analyze failure of ML models

   Jupyter Notebook

5. ConstraintBOUUVHullDesign ConstraintBOUUVHullDesign Public

   A ready to use software pipe line for Constraint Bayesian Optimization for UUV hull design

   Python 5 4

6. symbench/Anvil symbench/Anvil Public

   An open-source SciML tool for automated design evaluation & optimization using CFD based analysis

   Python 15 3