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. 06, 2026
Filed:
May. 20, 2022
Hitachi, Ltd., Tokyo, JP;
Jana Backhus, San Jose, CA (US);
Yasutaka Kono, Tokyo, JP;
HITACHI, LTD., Tokyo, JP;
Abstract
A method for generating simulations based on data. The method may include receiving internal data and external data which affect output data; differencing the internal data, the external data, and the output data to create first differenced data; training a machine learning model using the first differenced data: receiving scenario input data as input to the machine learning model, wherein the scenario input data comprises conditional data input from a user and/or input data obtained from a separately simulated machine learning data change model, the conditional data input including at least one feature dimension associated with at least one of the internal data or the external data, and the input data including at least one feature dimension associated with at least one of the internal data or the external data; and generating predicted output based on the scenario input data.