Litcius/Paper detail

A data-driven framework for designing microstructure of multifunctional composites with deep-learned diffusion-based generative models

Kang‐Hyun Lee, Hyoung Jun Lim, Gun Jin Yun

2023Engineering Applications of Artificial Intelligence49 citationsDOI

Topics & Concepts

Computer scienceFinite element methodSurrogate modelHyperparameterInverseArtificial intelligenceMathematical optimizationMachine learningAlgorithmMathematicsStructural engineeringGeometryEngineeringComposite Material MechanicsMachine Learning in Materials ScienceAdditive Manufacturing and 3D Printing Technologies
A data-driven framework for designing microstructure of multifunctional composites with deep-learned diffusion-based generative models | Litcius