Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm
Shenghan Guo, Mohit Agarwal, Clayton Cooper, Qi Tian, Robert X. Gao, Weihong Guo, Y. B. Guo
Topics & Concepts
Transparency (behavior)Consistency (knowledge bases)Artificial intelligenceMachine learningProcess (computing)Physical lawQuality (philosophy)Domain (mathematical analysis)Artificial neural networkParadigm shiftBlack boxComputer sciencePhysical systemComplex systemIndustrial engineeringEngineeringMathematicsPhysicsComputer securityOperating systemQuantum mechanicsMathematical analysisMachine Learning in Materials ScienceAdditive Manufacturing Materials and ProcessesWelding Techniques and Residual Stresses