Invention Grant
- Patent Title: Method and apparatus for new material discovery using machine learning on targeted physical property
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Application No.: US15664960Application Date: 2017-07-31
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Publication No.: US10957419B2Publication Date: 2021-03-23
- Inventor: Jiho Yoo , Seokho Kang , Youngchun Kwon , Kyung doc Kim , Jaikwang Shin , Hyosug Lee , Younsuk Choi
- Applicant: SAMSUNG ELECTRONICS CO., LTD.
- Applicant Address: KR Suwon-si
- Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee Address: KR Suwon-si
- Agency: Cantor Colburn LLP
- Priority: KR10-2016-0097764 20160801
- Main IPC: G16B15/00
- IPC: G16B15/00 ; G06N20/00 ; G16B40/00 ; G06N5/04 ; G06N3/04

Abstract:
A structure-generating method for generating a structure candidate of a new material including: by a structure-generating processor: performing machine learning on a machine learning model, wherein the machine learning model is configured to provide a result based on a descriptor of a material, a physical property of the material, and a structure of the material; and generating a structure candidate of the new material based on the result of the machine learning, wherein the new material has a target physical property, and wherein the descriptor of the material, the physical property of the material, and the structure of the material are stored in a database.
Public/Granted literature
- US20180032663A1 METHOD AND APPARATUS FOR SEARCHING NEW MATERIAL Public/Granted day:2018-02-01
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