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Keywords: Explainable AI
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Journal Articles
Explainable machine learning for high-strain-rate prediction of LPBF-fabricated A286 lattice structures under SHPB testing
Available to Purchase
Journal:
Rapid Prototyping Journal
Rapid Prototyping Journal 1–20.
Published: 23 January 2026
... Hopkinson pressure bar ( SHPB ) testing. By integrating multi-output regression with explainable AI ( XAI ) tools, the research seeks to quantify the influence of impact pressure and lattice topology on key dynamic response metrics. The objective is to develop accurate, physics-aligned predictive models...
Journal Articles
Explainable deep neural network for in-plain defect detection during additive manufacturing
Available to Purchase
Journal:
Rapid Prototyping Journal
Rapid Prototyping Journal (2024) 30 (1): 49–59.
Published: 26 September 2023
... is lower than the speed of image acquisition indicating the potential for real-time process control. It can also be used to minimize manual processing in AI-enabled AM. Originality/value To the best of the authors’ knowledge, this is the first study to use zero-bias DNN, an explainable AI approach...
