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From detection to forecasting: Utilizing time-series foundation models to anticipate defects in metal additive manufacturing

Jiayi Zhang, Farzam Farbiz, Mehdi Jafary‐Zadeh, Swee Leong Sing

2025Journal of Manufacturing Processes10 citationsDOI

Topics & Concepts

Materials scienceFoundation (evidence)Series (stratigraphy)Time seriesNanotechnologyForensic engineeringComputer scienceMachine learningEngineeringArchaeologyPaleontologyBiologyHistoryAdditive Manufacturing Materials and ProcessesManufacturing Process and OptimizationIndustrial Vision Systems and Defect Detection
From detection to forecasting: Utilizing time-series foundation models to anticipate defects in metal additive manufacturing | Litcius