Title:
PROPERTY PREDICTION DEVICE
Document Type and Number:
WIPO Patent Application WO/2021/079985
Kind Code:
A1
Abstract:
The objective of the present invention is to provide a property prediction device capable of predicting the properties of a polymer composite material without using the molecular structure or a physical property value of a material as a descriptor. The present invention for achieving this objective relates to a property prediction device comprising: a prediction model storage unit for storing a prediction model, which, with respect to an input of material information regarding the material of a polymer composite material, outputs mechanical properties of the polymer composite material to be produced; and a learning processing unit for performing learning processing on the prediction model on the basis of the material information and the mechanical properties of the polymer composite material produced from the material. Regarding the material information, it is difficult to gather information indicating the physicochemical properties for all the candidate materials. As the material information, the property prediction device uses information including the material mixture ratio and information not directly indicating a physicochemical property.
Inventors:
IKEDA YUKO
OKUYAMA MICHIHIRO
NAKAZAWA YUKIHITO
OSHIYAMA TOMOHIRO
FUNATSU KIMITO
OKUYAMA MICHIHIRO
NAKAZAWA YUKIHITO
OSHIYAMA TOMOHIRO
FUNATSU KIMITO
Application Number:
PCT/JP2020/039900
Publication Date:
April 29, 2021
Filing Date:
October 23, 2020
Export Citation:
Assignee:
KONICA MINOLTA INC (JP)
International Classes:
G16C20/70; G06F30/10; G06F30/27
Domestic Patent References:
| WO2019172280A1 | 2019-09-12 |
Foreign References:
| JPH063243A | 1994-01-11 |
Other References:
YOSHIDA, AKIRA ET AL.: "Overview of Materials Informatics", CICSJ BULLETIN, vol. 36, no. 1, 2018, pages 9 - 13
Attorney, Agent or Firm:
WASHIDA & ASSOCIATES (JP)
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