公开(公告)号：US20200075134A1

公开(公告)日：2020-03-05

申请号：US16463867

申请日：2017-11-21

Applicant: National Institute for Materials Science

Inventor： Kota Shiba ,  Ryo Tamura ,  Gaku Imamura ,  Genki Yoshikawa

IPC: G16C20/70 ,  G01N29/02 ,  G01N19/00

Abstract: The present invention provides a method and a device for estimating a value to be estimated associated with a specimen, by performing machine learning of a relationship between a value of an estimation object and an output corresponding thereto, based on an output from a chemical sensor with regard to a plurality of specimens for which specific values to be estimated are known, and using the result of the mechanical learning to estimate a specific value to be estimated on the basis of an output from the chemical sensor with regard to a given unknown specimen.

公开(公告)号：US12100488B2

公开(公告)日：2024-09-24

申请号：US16463867

申请日：2017-11-21

Applicant: National Institute for Materials Science

Inventor： Kota Shiba ,  Ryo Tamura ,  Gaku Imamura ,  Genki Yoshikawa

IPC: G16C20/70 ,  G01N1/00 ,  G01N1/10 ,  G01N19/00 ,  G01N29/02 ,  G06N20/00 ,  G16C20/20 ,  G16C20/50 ,  G16C20/80 ,  G16C60/00

CPC classification number: G16C20/70 ,  G01N1/00 ,  G01N19/00 ,  G01N29/022 ,  G06N20/00 ,  G16C20/20 ,  G16C20/50 ,  G16C20/80 ,  G01N2001/1087 ,  G01N2001/1093 ,  G16C60/00

Abstract: The present invention provides a method and a device for estimating a value to be estimated associated with a specimen, by performing machine learning of a relationship between a value of an estimation object and an output corresponding thereto, based on an output from a chemical sensor with regard to a plurality of specimens for which specific values to be estimated are known, and using the result of the mechanical learning to estimate a specific value to be estimated on the basis of an output from the chemical sensor with regard to a given unknown specimen.