Deep learning-driven innovation in metallic materials: A comprehensive review on microstructure analysis, property prediction, and inverse design
Yulin Shengcao, Xu Qin, Qinghang Wang, Huabao Yang, Yanfu Chai, Dabiao Xia, Bo Jiang, Hyoung Seop Kim
Topics & Concepts
Property (philosophy)MicrostructureInverseTracingGenerative grammarComputer scienceCharacterization (materials science)Key (lock)Inverse problemPath (computing)Work (physics)Artificial intelligencePerspective (graphical)Materials scienceSystems engineeringFuse (electrical)Materials informaticsDigital manufacturingEngineeringDeep learningMechanical engineeringCorrosionMachine Learning in Materials ScienceModel Reduction and Neural NetworksMicrostructure and mechanical properties