公开(公告)号：US20240135168A1

公开(公告)日：2024-04-25

申请号：US18091877

申请日：2022-12-30

Applicant: KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY

Inventor： You Sung JUNG ,  Geun Ho GU ,  Ju Hwan NOH ,  Ji Don JANG

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: Provided is a method for predicting perovskite synthesizability using a graph convolutional neural network and positive unlabeled learning, capable of predicting perovskite synthesizability by using a graph convolutional neutral network and positive unlabeled learning which is semi-supervised learning based on a labeled model using positive data and positive unlabeled data.

公开(公告)号：US20240232612A9

公开(公告)日：2024-07-11

申请号：US18091877

申请日：2022-12-30

Applicant: KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY

Inventor： You Sung JUNG ,  Geun Ho GU ,  Ju Hwan NOH ,  Ji Don JANG

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: Provided is a method for predicting perovskite synthesizability using a graph convolutional neural network and positive unlabeled learning, capable of predicting perovskite synthesizability by using a graph convolutional neutral network and positive unlabeled learning which is semi-supervised learning based on a labeled model using positive data and positive unlabeled data.