Machine learning-based accelerated property prediction of two-phase materials using microstructural descriptors and finite element analysis
Emily Ford, Kailasnath Maneparambil, Subramaniam Rajan, Narayanan Neithalath
Topics & Concepts
Finite element methodProperty (philosophy)Phase (matter)Materials scienceComputer scienceArtificial intelligenceBiological systemComposite materialMachine learningStructural engineeringEngineeringChemistryEpistemologyPhilosophyOrganic chemistryBiologyMachine Learning in Materials ScienceX-ray Diffraction in CrystallographyRock Mechanics and Modeling