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:
Apr. 14, 2026
Filed:
May. 31, 2023
International Business Machines Corporation, Armonk, NY (US);
Xiao Jin, Jersey City, NJ (US);
Chulin Wang, Evanston, IL (US);
Andrés Codas Duarte, Rio de Janeiro, BR;
Kyong Min Yeo, Scarsdale, NY (US);
Levente Klein, Tuckahoe, NY (US);
Bruce Gordon Elmegreen, Goldens Bridge, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
An approach is disclosed that receives a time sequence of low-resolution images, each of the low-resolution images depicting a physics event. The approach interpolates two adjacent low-resolution images to a higher spatial-resolution interpolated image between a first and a second time. The approach then inputs a previous high-resolution image and the interpolated image to a neural network that includes a physics constraint that corresponds to the physics event. A new high-resolution image is received from the neural network, with the new image corresponding to the inputted previous high-resolution image and the interpolated image. The neural network is trained to minimize the mean squared difference between a smoothed version of the output and the input at the same time plus the difference between the high-resolution output and a second relevant physics equation.