The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 28, 2025
Filed:
Jan. 24, 2022
Toyota Research Institute, Inc., Los Altos, CA (US);
Jens Strabo Hummelshøj, Brisbane, CA (US);
Toyota Research Institute, Inc., Los Altos, CA (US);
Abstract
A system for predicting a one-sided property value for one or more material candidates includes a processor and a memory communicably coupled to the processor. The memory includes a stored acquisition module and a machine learning (ML) module. The acquisition module is configured to select a training data set with a given material property. The training data set includes a first subset of materials having the material property within a predefined range and a second subset of materials having the material property outside the predefined range. Also, the ML module is configured to impute a fixed value for the material property outside the predefined range and train a ML model to predict the material property using imputed fixed value.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile