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AIM Faculty & Staff
Davis McGregor
Davis McGregor
Assistant Professor, Mechanical Engineering
Latest Papers
Multi-Objective Optimization of Process Parameters for Part Quality With Laser Powder Bed Fusion: A Heat Exchanger Application
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Journal of Mechanical Design
UMD Author(s): Davis McGregor
Additive manufacturing source identification from photographs using deep learning
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npj Advanced Manufacturing
UMD Author(s): Davis McGregor
Automated metrology for additively manufactured parts using deep learning and computer vision
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Proceedings of SPIE the International Society for Optical Engineering
UMD Author(s): Davis McGregor
Automatic detection of hidden defects and qualification of additively manufactured parts using X-ray computed tomography and computer vision
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Manufacturing Letters
UMD Author(s): Davis McGregor
Multi-Objective Surrogate Optimization of Process Parameters for Additive Manufacturing With Applications in Laser Powder Bed Fusion
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Volume 3A: 50th Design Automation Conference (DAC)
UMD Author(s): Davis McGregor
Federated learning enables privacy-preserving and data-efficient dimension prediction and part qualification across additive manufacturing factories
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Journal of Manufacturing Systems
UMD Author(s): Davis McGregor
Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography
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Journal of Intelligent Manufacturing
UMD Author(s): Davis McGregor
Geometry repeatability and prediction for personalized medical devices made using multi-jet fusion additive manufacturing
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Additive Manufacturing Letters
UMD Author(s): Davis McGregor
Using machine learning to predict dimensions and qualify diverse part designs across multiple additive machines and materials
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Additive Manufacturing
UMD Author(s): Davis McGregor
Hierarchical data models improve the accuracy of feature level predictions for additively manufactured parts
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Additive Manufacturing
UMD Author(s): Davis McGregor