Litcius/Paper detail

A physics-driven deep learning model for process-porosity causal relationship and porosity prediction with interpretability in laser metal deposition

Weihong Guo, Qi Tian, Shenghan Guo, Y. B. Guo

2020CIRP Annals93 citationsDOI

Topics & Concepts

PorosityInterpretabilityDeposition (geology)Materials scienceLeverage (statistics)Deep learningProcess (computing)FidelityArtificial intelligenceComputer scienceComposite materialGeologyTelecommunicationsOperating systemSedimentPaleontologyAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesWelding Techniques and Residual Stresses