Method for Optimized Wafer Process Simulation

Patent №

US 10,698,320

Granted

2020-06-30

Filed 2017

Owner

TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD.

Lab

AI components

3

vision · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15427496

A method includes establishing a simulation process for simulating fabrication of a structure on a wafer. The simulation process includes multiple simulation steps for simulating multiple wafer fabrication steps respectively, and further includes a step of testing the structure that produces a result representing quality of the structure. Each of the simulation steps has a respective adjustable process parameter. The method further includes specifying a respective workable range for each process parameter and running the simulation process in iterations using a wafer process simulator until the result becomes optimal. During the running of the simulation process, every two consecutive iterations either adjust two different process parameters within their workable ranges or adjust a same process parameter at opposite directions within its workable range.

VisionPlanningEvolutionary computationG03F 7/705G03F 9/708H01L 23/544H10W 46/00H10W 46/301

AI classification

Planning1.00
Evolutionary computation0.91
Vision0.50
Machine learning0.15
AI hardware0.14
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

TAIWAN SEMICONDUCTOR MANUFACTURING CO., LTD.

assignment · 412030512

Assignors

LIU, RU-GUN, CHANG, SHIH-MING, CHOU, SHUO-YEN, ZHAO, ZENGQIN, LAI, CHIEN WEN

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

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