Publications
Selected Publications
PI-TSAD: A physically informed time-series anomaly detection framework for real-time monitoring of keyhole collapse in laser powder bed fusion
C. Taylor, C. Porter, G. Mathesen, K. Mumm, F. Carter, and J. Cao
Journal of Manufacturing Processes • Accepted for publication
A physically informed anomaly detection framework for real-time monitoring of keyhole collapse in laser powder bed fusion using in situ process signals.
ARBIS-AM: An Adaptive, Rules-Based Beamline Image Segmentation Tool for Rapid L-PBF Keyhole Behavior
G. Mathesen, K. Mumm, C. Taylor, and J. Cao
Proceedings of the International Symposium on Flexible Automation (ISFA 2026), Okayama, Japan, July 2026 • Under Review
An adaptive, rules-based beamline image segmentation tool for rapid analysis of L-PBF keyhole behavior.
Evaluation of a Systems-Based Approach to Shingle Impact Performance
C. Taylor and D. Buckwalter
Owens Corning Science & Technology Center, Granville, Ohio, Aug. 2024 • Peer-reviewed internal document (Proprietary/Trade Secret)
An internal technical document evaluating a systems-based approach to shingle impact performance and damage quantification.
Experimental Measurements and Numerical Finite Element Models of Radial Indentation
C. Taylor
Honors Undergraduate Research Thesis, The Ohio State University
Undergraduate honors thesis on experimental measurements and finite element modeling of advanced metalforming processes.