METHODS FOR OPTIMIZING CONDUCTOR PATTERNS FOR ECP AND CMP IN SEMICONDUCTOR PROCESSING

Patent №

US 8,627,243

Granted

2014-01-07

Filed 2012

Owner

TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY, LTD.

Lab

AI components

1

evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13650783

Methods for optimizing conductor patterns for conductors formed by ECP and CMP processes. A method includes receiving layout data for an IC design where electrochemical plating (ECP) processes form patterned conductors in at least one metal layer over a semiconductor wafer; determining from the received layout data a global effects factor corresponding to a global pattern density; determining layout effects factors for unit grid areas corresponding to the pattern density of the at least one metal layer within the unit grid areas, determining local effects factors for each unit grid area; using a computing device, executing an ECP simulator using at least one of the global effects factor and the local effects factors, and using the layout effects factor; outputting an predicted post-ECP hump data map from the ECP simulator; and if indicated by a threshold comparison, modifying the layout data.

Evolutionary computationG06F 30/398H01L 23/522H01L 21/7684H01L 21/76877H10W 20/056H10W 20/062H10W 20/40G01B 5/18+7 more

AI classification

Evolutionary computation0.65
AI hardware0.47
Vision0.03
Knowledge representation0.02
Natural language0.00
Machine learning0.00
Planning0.00
Speech0.00

Ownership

TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY, LTD.

assignment · 312790419

Assignors

LIN, CHI-FENG, CHOU, YU-WEI, HUANG, WEN-CHENG, HUANG, CHENG-I, HSIEH, CHING-HUA

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

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