SOURCE MASK OPTIMIZATION BY PROCESS DEFECTS PREDICTION

Patent №

US 11,640,490

Granted

2023-05-02

Filed 2021

Owner

SYNOPSYS, INC.

Lab

AI components

2

planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17184521

A method of generating a mask used in fabrication of a semiconductor device includes, in part, selecting a source candidate, generating a process simulation model that includes a defect rate in response to the selected source candidate, performing a first optical proximity correction (OPC) on the data associated with the mask in response to the process simulation model, assessing one or more lithographic evaluation metrics in response to the OPC mask data, computing a cost in response to the assessed one or more lithographic evaluation metrics, and determining whether the computed cost satisfies a threshold condition. In response to the determination that the computed cost does not satisfy the threshold condition, a different source candidate may be selected.

PlanningEvolutionary computationG03F 7/70125G06F 30/398G03F 1/36G03F 7/70441G03F 7/705G03F 7/7065G06F 2111/20G06F 2119/18

AI classification

Evolutionary computation1.00
Planning0.84
Knowledge representation0.49
Vision0.26
AI hardware0.18
Machine learning0.00
Natural language0.00
Speech0.00

Ownership

SYNOPSYS, INC.

assignment · 595180590

Assignors

STANTON, WILLIAM, BERTHIAUME, SYLVAIN, STOCK, HANS-JURGEN

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

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