Machine Learning-Aided Parametrically Homogenized Crystal Plasticity Model (PHCPM) for Single Crystal Ni-Based Superalloys
George Weber, Maxwell Pinz, Somnath Ghosh
Topics & Concepts
Homogenization (climate)Materials scienceArtificial intelligenceSymbolic regressionMachine learningEmulationSuperalloyPlasticityUnsupervised learningMultiscale modelingComputer scienceMicrostructureMetallurgyComposite materialChemistryBiodiversityGenetic programmingBiologyComputational chemistryEconomic growthEcologyEconomicsMetallurgy and Material FormingHigh Temperature Alloys and CreepMineral Processing and Grinding