Applied Materials, Inc.
MULTI-LEVEL MACHINE LEARNING FOR PREDICTIVE AND PRESCRIPTIVE APPLICATIONS

Abstract:

The subject matter of this specification can be implemented in, among other things, methods, systems, computer-readable storage medium. A method can include receiving cell growth data with a current cell culture of a cell growth system. The cell growth data includes growth input parameter values indicative of a growth rate of the current cell culture. The method can further include identifying, using a first machine learning model, a prescriptive action to alter a yield of a target product of the current cell culture based on the cell growth data. The prescriptive action modifies a metabolism rate of the current cell culture. The method further includes performing at least one of displaying the identified prescriptive on a graphical user interface (GUI) and/or causing the cell growth system to perform the identified prescriptive action.