Characterization and generation of stochastic heterogenous microstructures for inverse material design by VQVAE and PixelCNN

Presentation information

Oral Session

A. New Materials Methodology for Next-Generation » [A-2] Materials Integration: Prediction and Design for Structural Materials through Data Science

Wed. Dec 15, 2021 2:30 PM - 6:00 PM Room P (G317)

Chair: Masahiko Demura (National Institute for Materials Science (NIMS)), Toshihiro Ashino (Toyo University)

3:40 PM - 3:55 PM

*Satoshi Noguchi¹, Junya Inoue¹ (1. The Univ. of Tokyo (Japan))

Keywords:Microstructure characterization and reconstruction, Process–structure–property relationship, VQVAE, PixelCNN

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