Patent ID: 11901203
Assignee: APPLIED MATERIALS, INC.
Field: Measurement (Instruments)
Classification: CPC G  H | IPC G  H

Claim 10:
11. A system comprising:
a memory; and
a processing device coupled to memory, the processing device to:
obtain a machine learning model trained to provide a current value for a metrology measurement based on current spectral data collected during a current process for a current substrate at a manufacturing system, wherein the trained machine learning model is associated with a performance rating that satisfies a performance criterion associated with a type of the metrology measurement;
provide the current spectral data as input to the trained machine learning model;
extract, from one or more outputs of the trained machine learning model, an indication of a respective metrology measurement value corresponding to the current substrate, wherein the respective metrology measurement value is associated with the type of the metrology measurement; and
responsive to determining that the respective metrology measurement value satisfies a metrology measurement criterion associated with the current process, generating an instruction comprising a command to terminate the current process at the manufacturing system.