Publication | Open Access

Scale bridging materials physics: Active learning workflows and integrable deep neural networks for free energy function representations in alloys

Materials ScienceActive Learning WorkflowsEngineeringMachine LearningPhysicsPhysic Aware Machine LearningNatural SciencesAutoencodersMaterial SimulationMaterial ModelingDeep LearningNeural Scaling LawMultiscale Modeling