Method and apparatus to calibrate a semi-empirical process simulator

Patent №

US 6,301,510

Granted

2001-10-09

Filed 2000

Owner

LAM RESEARCH CORPORATION

Lab

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09607882

A method and apparatus for calibrating a semi-empirical process simulator used to determine process values in a plasma process for creating a desired surface profile on a process substrate includes providing a test model which captures all mechanisms responsible for profile evolution in terms of a set of unknown surface parameters. A set of test conditions is derived for which the profile evolution is governed by only a limited number of parameters. For each set of test conditions, test values are selected and a test substrate is actually subjected to a test process defined by the test values, thereby creating a test surface profile. The test values are used to generate an approximate profile prediction and are adjusted to minimize the discrepancy between the test surface profile and the approximate profile prediction, thereby providing a final model of the profile evolution in terms of the process values.

PlanningH01J 37/32935H01J 37/321H01J 37/32174

AI classification

Planning1.00
Machine learning0.10
Evolutionary computation0.01
Vision0.00
AI hardware0.00
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

LAM RESEARCH CORPORATION

assignment · 111080283

Assignors

COOPERBERG, DAVID, GOTTSCHO, RICHARD A., VAHEDI, VAHID

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

From the same owner

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