METHOD FOR CONSISTENT UPDATES TO AUTOMATED PROCESS CONTROL (APC) MODELS WITH PARTITIONING ALONG MULTIPLE COMPONENTS

Patent №

US 7,761,179

Granted

2010-07-20

Filed 2007

Owner

INTEL CORPORATION

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11860515

Methods for consistent updates to APC models with partitioning along multiple components are generally described. In one example, a method includes acquiring measurement data from one or more semiconductor wafers of a processed first lot, the data having a plurality of contexts, applying a model having parameters with partitioning along the contexts to the measurement data; and applying a constraint on a subset of the model parameters such that the subset remains centered around zero to provide consistent updates for automated process control of lots processed after the first lot.

AI classification

Planning1.00
Machine learning1.00
Evolutionary computation0.99
AI hardware0.96
Knowledge representation0.15
Natural language0.00
Vision0.00
Speech0.00

Ownership

INTEL CORPORATION

assignment · 217230164

Assignors

PATEL, NITAL S., CARSON, STEVEN L.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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