[S1] S1.Materials DX for the research and development of structural materials for extreme environment (III)(1)

4:30 PM - 4:50 PM JST(7:30 AM - 7:50 AM UTC)

[S1.13] Bidirectional Prediction of Microstructure–Property/Process Relationships in Advanced Structural Materials Using Deep Generative Models

*Zhang Xiaofan¹, Inoue Junya^1,2, Noguchi Satoshi³ (1. Eng., UTokyo、2. IIS, UTokyo、3. JAMSTEC)

Keywords:

Machine Learning,Generative Model,Structural Materials,Prediction,Process-structure-property

Introduces a unified deep learning framework to establish bidirectional process-structure-property (PSP) linkages within a single model.