ANALYSIS OF INTERFACE LAYER CHARACTERISTICS

Patent №

US 6,465,265

Granted

2002-10-15

Filed 2001

Owner

THERMA-WAVE, INC.

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09804765

A method is described for analyzing and characterizing parameters of a semiconductor wafer. In particular, an approach is described for characterizing the interface layer between a thin oxide film and a silicon substrate in order to more accurately determine the characteristics of the sample. The wafer is inspected and a set of measured data is created. This measured data is compared with theoretical data generated based on a theoretical set of parameters as applied to a model representing the physical structure of the semiconductor. The model includes an interface layer, between the film layer and the silicon substrate, which includes a representation of the electronic structure of the underlying substrate. In the preferred embodiment, the representation is a five peak, critical point model influenced by the electronic transitions of the underlying silicon substrate. An error minimization algorithm, such as a least squares fitting routine, is used to modify the theoretical parameters until the differences between the measured data and the theoretically derived data is minimized.

Machine learningH01L 22/20H10P 74/23G01N 21/211

AI classification

Machine learning0.97
Planning0.30
AI hardware0.01
Knowledge representation0.00
Evolutionary computation0.00
Natural language0.00
Speech0.00
Vision0.00

Ownership

THERMA-WAVE, INC.

assignment · 119270933

Assignors

OPSAL, JON, LENG, JINGMIN

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

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