PARAMETRIC PROFILING USING OPTICAL SPECTROSCOPIC SYSTEMS

Patent №

US 6,900,892

Granted

2005-05-31

Filed 2000

Owner

KLA-TENCOR TECHNOLOGIES CORPORATION

Lab

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09741663

A gallery of seed profiles is constructed and the initial parameter values associated with the profiles are selected using manufacturing process knowledge of semiconductor devices. Manufacturing process knowledge may also be used to select the best seed profile and the best set of initial parameter values as the starting point of an optimization process whereby data associated with parameter values of the profile predicted by a model is compared to measured data in order to arrive at values of the parameters. Film layers over or under the periodic structure may also be taken into account. Different radiation parameters such as the reflectivities RS, RP and ellipsometric parameters may be used in measuring the diffracting structures and the associated films. Some of the radiation parameters may be more sensitive to a change in the parameter value of the profile or of the films then other radiation parameters. One or more radiation parameters that are more sensitive to such changes may be selected in the above-described optimization process to arrive at a more accurate measurement. The above-described techniques may be supplied to a track/stepper and etcher to control the lithographic and etching processes in order to compensate for any errors in the profile parameters.

PlanningH01L 22/20H10P 74/23G01N 21/211G01J 3/447G01J 4/04

AI classification

Planning0.97
Knowledge representation0.02
Evolutionary computation0.00
Natural language0.00
Machine learning0.00
AI hardware0.00
Vision0.00
Speech0.00

Ownership

KLA-TENCOR TECHNOLOGIES CORPORATION

assignment · 121430474

Assignors

SHCHEGROV, ANDREI V., FABRIKANT, ANATOLY, NIKOONAHAD, MEHRDAD

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

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