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:
Jan. 05, 2021
Filed:
Jan. 03, 2018
International Business Machines Corporation, Armonk, NY (US);
Trustees of Tufts College, Medford, MA (US);
Lior Horesh, North Salem, NY (US);
Ning Hao, Arlington, MA (US);
Raya Horesh, North Salem, NY (US);
David Nahamoo, Great Neck, NY (US);
Misha E. Kilmer, Medfield, MA (US);
International Business Machines Corporation, Armonk, NY (US);
Trustees of Tufts College, Medford, MA (US);
Abstract
Methods and systems for generating output of a simulation model in a simulation system are described. In an example, a processor may retrieve observed output data from a memory. The observed output data may be generated based on a simulation operator of a simulation model. The processor may further optimize a generalization error of a distance measure between the observed output data and model output data. The model output data may be generated based on a high-fidelity operator. The processor may further determine a correction operator based on the optimized generalization error of the distance measure. The processor may further append the correction operator to the simulation operator to produce a supplemented operator. The processor may further generate supplemented output data by applying the simulation model with the supplemented operator on a set of inputs.