DCGAN-CNN with physical constraints for porosity prediction in laser metal deposition with unbalanced data
Mengfei Chen, Weihong Guo
Topics & Concepts
Deep learningConvolutional neural networkBenchmark (surveying)Computer sciencePorosityArtificial intelligenceAnalyticsDeposition (geology)Process (computing)Machine learningData miningMaterials scienceOperating systemSedimentGeodesyGeographyComposite materialBiologyPaleontologyAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesMachine Learning in Materials Science