Geometrically-informed predictive modeling of melt pool depth in laser powder bed fusion using deep MLP-CNN and metadata integration
Ehsan Vaghefi, Seyedmehrab Hosseini, Barton C. Prorok, Elham Mirkoohi
Topics & Concepts
Materials scienceProcess (computing)Finite element methodFusionMechanical engineeringThermalMicrostructureArtificial neural networkConvolutional neural networkComputer scienceArtificial intelligenceEngineering drawingComposite materialStructural engineeringEngineeringPhilosophyMeteorologyOperating systemLinguisticsPhysicsAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesManufacturing Process and Optimization