Publication | Open Access

Machine learning materials physics: Surrogate optimization and multi-fidelity algorithms predict precipitate morphology in an alternative to phase field dynamics

Materials ScienceEngineeringPhysicsSurrogate OptimizationNatural SciencesPhysic Aware Machine LearningMaterial SimulationNumerical SimulationApplied PhysicsMaterial ModelingMaterials OptimizationField DynamicsMaterials PhysicsMicrostructureMultiscale Modeling