Search Results for author: Kornel Ehmann

Found 1 papers, 1 papers with code

Hybrid full-field thermal characterization of additive manufacturing processes using physics-informed neural networks with data

1 code implementation15 Jun 2022 Shuheng Liao, Tianju Xue, Jihoon Jeong, Samantha Webster, Kornel Ehmann, Jian Cao

Specifically, partially observed temperature data measured from an infrared camera is combined with the physics laws to predict full-field temperature history and to discover unknown material and process parameters.

Transfer Learning

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