Towards inverse microstructure-centered materials design using generative phase-field modeling and deep variational autoencoders
Vahid Attari, Danial Khatamsaz, Douglas Allaire, Raymundo Arróyave
Topics & Concepts
Materials scienceMicrostructureThermal conductivityInverseMaterial DesignThermal diffusivityArtificial intelligencePhase (matter)Deep learningGenerative modelAutoencoderMachine learningGenerative grammarComputer scienceThermodynamicsMathematicsComposite materialPhysicsGeometryQuantum mechanicsMachine Learning in Materials ScienceThermal properties of materialsAdvanced Thermoelectric Materials and Devices