公开(公告)号：US20250069281A1

公开(公告)日：2025-02-27

申请号：US18732133

申请日：2024-06-03

Applicant: PROTERIAL, LTD.

Inventor： Toshiki Ishida ,  Makoto Ono

IPC: G06T11/00 ,  G06T3/4053

Abstract: A prediction apparatus uses microstructure images acquired from a material as learning data to build a generative model for generating a microstructure image of the material, and, by learning data of process conditions paired with the microstructure images of the material, builds a process condition prediction model. The process condition prediction model is a regression model and is for predicting process conditions for any microstructure images. The prediction apparatus generates a microstructure image of a material by inputting sampled latent variables into the generative model, and enters the generated microstructure image of the material into the process condition prediction model so as to generate a microstructure image of a material and, at the same time, predict process conditions for the microstructure image.