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PI-TSAD: A physically informed time-series anomaly detection framework for real-time monitoring of keyhole collapse in laser powder bed fusion

Author:

Carter Taylor,Conor Porter,Garrett Mathesen,Kyle Mumm,Fred Carter,Jian Cao

Publication:

Journal of Manufacturing Processes

Publisher:

Elsevier

Date:

30 June 2026

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