A universal predictor-based machine learning model for optimal process maps in laser powder bed fusion process
Zhaochen Gu, Shashank Sharma, Daniel A. Riley, Mangesh V. Pantawane, Sameehan S. Joshi, Song Fu, Narendra B. Dahotre
Topics & Concepts
Surface roughnessProcess (computing)FusionMean absolute percentage errorApproximation errorArtificial intelligenceSurface finishRelative densityLaser power scalingMaterials scienceComputer scienceMachine learningLaserAlgorithmArtificial neural networkComposite materialOpticsPhysicsOperating systemPhilosophySinteringLinguisticsAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesManufacturing Process and Optimization