Physics-informed machine learning across manufacturing processes: Recent advances, challenges, and directions
Donghyun Ra, Jaeryun Lee, Minwoo Lee, Seongmin Kwak, Seungchul Lee, Sooyoung Lee, Seungchul Lee, Sooyoung Lee
Topics & Concepts
Artificial intelligenceComputer scienceMachine learningKey (lock)Computer-integrated manufacturingAdvanced manufacturingArtificial neural networkFoundation (evidence)ManufacturingEngineeringManufacturing engineeringIndustrial engineeringSemiconductor device fabricationDeep learningMachine toolRisk analysis (engineering)Process development execution systemSystems engineeringData scienceManagement scienceMachine Learning in Materials ScienceModel Reduction and Neural NetworksNeural Networks and Reservoir Computing