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Physics-Informed-and-Hybrid-Machine-Learning-in-Additive-Manufacturing
Physics-Informed-and-Hybrid-Machine-Learning-in-Additive-Manufacturing PublicPhysics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication
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Uncertainty-Quantification
Uncertainty-Quantification PublicThis document is prepared based on the lectures and notes for the graduate level course- ‘Uncertainty Quantification’ (CE 6310) taught by Dr. Sankaran Mahadevan at Vanderbilt University. Course mat…
MATLAB 3
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Multi-Objective-Optimization-Under-Uncertainty-of-Part-Quality-in-Fused-Filament-Fabrication
Multi-Objective-Optimization-Under-Uncertainty-of-Part-Quality-in-Fused-Filament-Fabrication PublicMulti-objective optimization
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Information-fusion-and-machine-learning-for-sensitivity-analysis-using-physics-knowledge-and-experim
Information-fusion-and-machine-learning-for-sensitivity-analysis-using-physics-knowledge-and-experim PublicHighlights • Physics-informed machine learning is investigated for global sensitivity analysis. • Physics and test data are fused to maximize the accuracy of sensitivity estimates. • Uncertainties …
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