Luke Scime

Anomaly detection and classification in a laser powder bed additive manufacturing process using a trained computer vision algorithm

Luke Scime, Jack Beuth · Additive manufacturing · 2017 · 454 citations

Image Analysis, Machine Vision, Anomaly Detection +12

Using machine learning to identify in-situ melt pool signatures indicative of flaw formation in a laser powder bed fusion additive manufacturing process

Luke Scime, Jack Beuth · Additive manufacturing · 2018 · 362 citations

Materials Science, Flaw Formation, Advanced Laser Processing +8

A multi-scale convolutional neural network for autonomous anomaly detection and classification in a laser powder bed fusion additive manufacturing process

Luke Scime, Jack Beuth · Additive manufacturing · 2018 · 314 citations · Full text

Machine Vision, Anomaly Detection, Data Science +11

Layer-wise anomaly detection and classification for powder bed additive manufacturing processes: A machine-agnostic algorithm for real-time pixel-wise semantic segmentation

Luke Scime, Derek Siddel, Seth Baird et al. · Additive manufacturing · 2020 · 199 citations · Full text

Melt pool geometry and morphology variability for the Inconel 718 alloy in a laser powder bed fusion additive manufacturing process

Luke Scime, Jack Beuth · Additive manufacturing · 2019 · 170 citations

Materials Science, Materials Engineering, Engineering +9