ALEXANDRIA, Va., Sept. 1 -- United States Patent no. 12,725,458, issued on Sept. 1, was assigned to TOYOTA JIDOSHA K.K. (Toyota, Japan).

"Systems and methods for vehicle performance optimization using machine learning" was invented by Daisuke Hashimoto (Chofu, Japan).

According to the abstract* released by the U.S. Patent & Trademark Office: "Provided are a method, system, and device for optimizing performance of a vehicle. The method may include, receiving vehicle condition data prior to operating the vehicle; generating, based on the vehicle condition data, input data for a machine learning (ML) model, wherein the ML model is configured to output at least one of predicted vehicle performance and vehicle parameters based on the vehicle c...