Fast inverse design of microstructures via generative invariance networks
Xian Yeow Lee, Joshua R. Waite, Chih-Hsuan Yang, Balaji Sesha Sarath Pokuri, Ameya Joshi, Aditya Balu, Chinmay Hegde, Baskar Ganapathysubramanian, Soumik Sarkar
Topics & Concepts
Differentiable functionComputer scienceInverseDeep learningEngineering design processProcess (computing)Generative grammarComputer engineeringArtificial intelligenceTheoretical computer scienceMechanical engineeringMathematicsEngineeringGeometryOperating systemMathematical analysisMachine Learning in Materials ScienceThin-Film Transistor TechnologiesAdvanced Memory and Neural Computing