ALEXANDRIA, Va., Sept. 23 -- United States Patent no. 12,422,837, issued on Sept. 23, was assigned to LYNCEUS SAS (Paris).
"Machine learning-based quality control of a culture for bioproduction" was invented by Guglielmo Montone (Sceaux, France) and Severin Limal (Paris).
According to the abstract* released by the U.S. Patent & Trademark Office: "Real-time quality control of a culture for bioproduction is facilitated using machine learning. In this approach, real-time process data for a set of parameters for a current production run is received. Based on this process data, a prediction is made using an instance of a machine learning model that has been trained on process data from past production or development runs. The instance is uniqu...