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 · 474 citations

Computing, Computer Science, Manufacturing Engineering +17

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 · 372 citations

Engineering, Manufacturing Engineering, Materials Engineering +15

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 · 321 citations · Full text

Engineering, Computer Science, Manufacturing Engineering +17

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 · 207 citations · Full text

Computing, Manufacturing Engineering, Materials Engineering +15

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 · 178 citations

Engineering, Manufacturing Engineering, Materials Engineering +17