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Andrew Gillman

Wright Patterson Air Force Base - Air Force Research Laboratory

United States

SCHOLARLY PAPERS

3

DOWNLOADS

116

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Experimental Validation of the Ensemble Kalman Filter as a Laser Powder Bed Fusion Digital Twin

Number of pages: 36 Posted: 26 Aug 2025
Wright Patterson Air Force Base - Air Force Research Laboratory, Wright Patterson Air Force Base - Air Force Research Laboratory, Wright Patterson Air Force Base - Air Force Research Laboratory, Wright Patterson Air Force Base - Air Force Research Laboratory and affiliation not provided to SSRN
Downloads 53 (1,031,043)

Abstract:

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Powder Bed Fusion, Ensemble Kalman Filter, Digital Twin, State Estimation, Process Validation

2.

Generative Adversarial Sensitivity Surrogate for Topology Optimization under Uncertainty

Number of pages: 30 Posted: 05 Nov 2025
Nathan Hertlein, Andrew Gillman and Philip Buskohl
Wright Patterson Air Force Base - Air Force Research Laboratory, Wright Patterson Air Force Base - Air Force Research Laboratory and affiliation not provided to SSRN
Downloads 35 (1,249,711)

Abstract:

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AI-Enabled Design, Topology Optimization, Machine learning, uncertainty quantification

3.

Surrogate model for rapid laser powder bed fusion distortion prediction with adjustable material property input

Number of pages: 25 Posted: 23 Feb 2026
Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University, Carnegie Mellon University, Wright Patterson Air Force Base - Air Force Research Laboratory, Wright Patterson Air Force Base - Air Force Research Laboratory, Carnegie Mellon University - College of Engineering and Carnegie Mellon University
Downloads 28 (1,345,526)

Abstract:

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Laser powder bed fusion, Residual Distortion, Surrogate modeling, Low-Rank Adaptation