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A machine learning methodology for porosity classification and process map prediction in laser powder bed fusion

Adrianna Staszewska, Deepali P. Patil, Akshatha C. Dixith, Rodica Neamtu, Diana A. Lados

2023Progress in Additive Manufacturing14 citationsDOI

Topics & Concepts

PorosityMaterials scienceFusionArtificial intelligenceGradient boostingSelective laser meltingRandom forestBoosting (machine learning)Laser power scalingMachine learningComputer scienceLaserComposite materialOpticsMicrostructurePhilosophyLinguisticsPhysicsAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesLaser-induced spectroscopy and plasma
A machine learning methodology for porosity classification and process map prediction in laser powder bed fusion | Litcius