ALEXANDRIA, Va., June 17 -- United States Patent no. 12,314,641, issued on May 27, was assigned to Ansys Inc. (Canonsburg, Pa.).
"Systems and methods for high-speed computationally efficient operation and training of machine learning-based simulation models characterizing a physical system" was invented by Mehdi Abarham (Belmont, Calif.), Saeed Asgari (Westborough, Mass.) and Viral Gandhi (Nashua, N.H.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods are provided for a computer-implemented method for simulating operation of a physical system represented by a plurality of mesh cells. A plurality of pre-simulations of the physical system are performed, where a pre-simulation determines an out...