SlideShare una empresa de Scribd logo
1 de 19
A Bridge Over Troubled Wafer… Use of design layout for systematic defect identification for New Product Introduction cycle time reduction Ehud Tzuri Chief Marketing Officer Applied Materials 4 May 2011
2 Fastest Path to Silicon™
Applied/Magma Announcement 28 Feb 2011 3
It’s all about Yield Defectivity and process control are directly linked to yield productivity Maintain and improve yield at volume production Shorten ramp time Modeled Yield Curve time 4
Variation-Aware Design – Why? 5 Design variation:  the variation in parametric and die yield results caused by process, random variation, and layout dependent effects (proximity) Source: VARIATION-AWARE CUSTOM IC DESIGN REPORT 2011, Amit Gupta President and CEO, Solido Design Automation
% Systematic Defects in Ramp, Growing Schematic depiction 6 Random Systematic Particle Pattern
Local area with narrow process window What is a “Hot Spot”? 7 Process window Die Yield Line CD
Hot Spot Example 8
Complex Die Layout – A Sensitivity Issue 9 Different densities and patterns have different optical characteristics in the eyes of the inspection tool Inspection Tool Scan Image
Challenges Summary Difficulty to reach yield entitlements fast with minimal re-spins Increasing number of “hot spots”  Inefficient separation of random / systematic defects Products complexity growing  different sensitivity areas required for inspection 10
Solution Outline 11 FAB Litho Design Magma Excalibur-Litho™ Applied Inspection Systems ,[object Object]
DBB (Design-based Binning)
Feedback to Design,[object Object]
DBI: Design Based Inspection Using CAD data to set up complex die layouts for inspection 50% faster time to recipe due to increased automation Improved sensitivity by assigning different thresholds to different areas 13
Defect die stack Manual layout DBI  layout Sensitivity improved by DBI recipe DBI Case Study: Sensitivity 14
DBB: Design Based Binning - Concept 15 Binning of all defects per layout /structure
DBB Case Study DBB Pareto and clips of largest bins SEM Images of Critical Structures Faster identification of Process-Window-Limiting-Structures Complementing Hot Spot simulation data 16
DBB Case Study 17 Clear visual identification of process window
Benefits of Approach: Voice of Customer 	“The introduction of CAD-based inspection technology for defect analysis and monitoring at GLOBALFOUNDRIES Fab 1 has helped improve defect management efficiency and reduce cycle time for process optimization.  	Both our production and development lines now rely on this technology to help guarantee process quality and yield stability." Remo Kirsch, Manager of Contamination Free Manufacturing at GLOBALFOUNDRIES Fab 1 in Dresden, Germany Press announcement, 28 February 2011 18

Más contenido relacionado

Similar a Plenary Applied-Magma collaboration- Ehud Tzuri

Additive Manufacturing Series: Design Optimization
Additive Manufacturing Series: Design OptimizationAdditive Manufacturing Series: Design Optimization
Additive Manufacturing Series: Design OptimizationAdaptive Corporation
 
Service Testing & Virtualization in an Enterprise Environments
Service Testing & Virtualization in an Enterprise EnvironmentsService Testing & Virtualization in an Enterprise Environments
Service Testing & Virtualization in an Enterprise EnvironmentsDevOps for Enterprise Systems
 
Презентация
ПрезентацияПрезентация
Презентацияguest22d71d
 
IC Mask Design - IC Layout Acceleration Tool - DAC Conference, June 2010
IC Mask Design - IC Layout Acceleration Tool - DAC Conference, June 2010IC Mask Design - IC Layout Acceleration Tool - DAC Conference, June 2010
IC Mask Design - IC Layout Acceleration Tool - DAC Conference, June 2010Claire O'Keeffe
 
Software Factories in the Real World: How an IBM WebSphere Integration Factor...
Software Factories in the Real World: How an IBM WebSphere Integration Factor...Software Factories in the Real World: How an IBM WebSphere Integration Factor...
Software Factories in the Real World: How an IBM WebSphere Integration Factor...ghodgkinson
 
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례kosena
 
Top 5 Features To Look for in a Codeless Automation Solution -- Presentation ...
Top 5 Features To Look for in a Codeless Automation Solution -- Presentation ...Top 5 Features To Look for in a Codeless Automation Solution -- Presentation ...
Top 5 Features To Look for in a Codeless Automation Solution -- Presentation ...Applitools
 
Things To Unlearn In Software Development
Things To Unlearn In Software DevelopmentThings To Unlearn In Software Development
Things To Unlearn In Software DevelopmentAlexey Krivitsky
 
Validating Next Generation CPUs
Validating Next Generation CPUsValidating Next Generation CPUs
Validating Next Generation CPUsDVClub
 
Scaling & Managing Production Deployments with H2O ModelOps
Scaling & Managing Production Deployments with H2O ModelOpsScaling & Managing Production Deployments with H2O ModelOps
Scaling & Managing Production Deployments with H2O ModelOpsSri Ambati
 
Digital enterprise intro requirements collaboration for elec v11 may 2020
Digital enterprise intro   requirements collaboration for elec v11 may 2020Digital enterprise intro   requirements collaboration for elec v11 may 2020
Digital enterprise intro requirements collaboration for elec v11 may 2020Trey Reeser
 
Critical Steps in MicroLED Manufacturing Identifying and Overcoming Yield Iss...
Critical Steps in MicroLED Manufacturing Identifying and Overcoming Yield Iss...Critical Steps in MicroLED Manufacturing Identifying and Overcoming Yield Iss...
Critical Steps in MicroLED Manufacturing Identifying and Overcoming Yield Iss...yieldWerx Semiconductor
 
Cognizant's Zero Deviation Life Cycle - an Overview
Cognizant's Zero Deviation Life Cycle - an OverviewCognizant's Zero Deviation Life Cycle - an Overview
Cognizant's Zero Deviation Life Cycle - an OverviewDr. Bippin Makoond
 
SCM Transformation Challenges and How to Overcome Them
SCM Transformation Challenges and How to Overcome ThemSCM Transformation Challenges and How to Overcome Them
SCM Transformation Challenges and How to Overcome ThemCompuware
 
Continuously Delivering Distributed Systems
Continuously Delivering Distributed SystemsContinuously Delivering Distributed Systems
Continuously Delivering Distributed SystemsDaniel Löffelholz
 
An Integrated Simulation Tool Framework for Process Data Management
An Integrated Simulation Tool Framework for Process Data ManagementAn Integrated Simulation Tool Framework for Process Data Management
An Integrated Simulation Tool Framework for Process Data ManagementCognizant
 
06 operations and feedback dap-kabel
06   operations and feedback dap-kabel06   operations and feedback dap-kabel
06 operations and feedback dap-kabelDavid Alvarez Palomo
 

Similar a Plenary Applied-Magma collaboration- Ehud Tzuri (20)

Additive Manufacturing Series: Design Optimization
Additive Manufacturing Series: Design OptimizationAdditive Manufacturing Series: Design Optimization
Additive Manufacturing Series: Design Optimization
 
Service Testing & Virtualization in an Enterprise Environments
Service Testing & Virtualization in an Enterprise EnvironmentsService Testing & Virtualization in an Enterprise Environments
Service Testing & Virtualization in an Enterprise Environments
 
Презентация
ПрезентацияПрезентация
Презентация
 
IC Mask Design - IC Layout Acceleration Tool - DAC Conference, June 2010
IC Mask Design - IC Layout Acceleration Tool - DAC Conference, June 2010IC Mask Design - IC Layout Acceleration Tool - DAC Conference, June 2010
IC Mask Design - IC Layout Acceleration Tool - DAC Conference, June 2010
 
Software Factories in the Real World: How an IBM WebSphere Integration Factor...
Software Factories in the Real World: How an IBM WebSphere Integration Factor...Software Factories in the Real World: How an IBM WebSphere Integration Factor...
Software Factories in the Real World: How an IBM WebSphere Integration Factor...
 
Lean 4.0
Lean 4.0 Lean 4.0
Lean 4.0
 
All in one EN 10.2022.pptx
All in one EN 10.2022.pptxAll in one EN 10.2022.pptx
All in one EN 10.2022.pptx
 
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
[코세나, kosena] Auto ML, H2O.ai의 제조분야 AI 활용 사례
 
Top 5 Features To Look for in a Codeless Automation Solution -- Presentation ...
Top 5 Features To Look for in a Codeless Automation Solution -- Presentation ...Top 5 Features To Look for in a Codeless Automation Solution -- Presentation ...
Top 5 Features To Look for in a Codeless Automation Solution -- Presentation ...
 
Things To Unlearn In Software Development
Things To Unlearn In Software DevelopmentThings To Unlearn In Software Development
Things To Unlearn In Software Development
 
Validating Next Generation CPUs
Validating Next Generation CPUsValidating Next Generation CPUs
Validating Next Generation CPUs
 
Scaling & Managing Production Deployments with H2O ModelOps
Scaling & Managing Production Deployments with H2O ModelOpsScaling & Managing Production Deployments with H2O ModelOps
Scaling & Managing Production Deployments with H2O ModelOps
 
Digital enterprise intro requirements collaboration for elec v11 may 2020
Digital enterprise intro   requirements collaboration for elec v11 may 2020Digital enterprise intro   requirements collaboration for elec v11 may 2020
Digital enterprise intro requirements collaboration for elec v11 may 2020
 
Critical Steps in MicroLED Manufacturing Identifying and Overcoming Yield Iss...
Critical Steps in MicroLED Manufacturing Identifying and Overcoming Yield Iss...Critical Steps in MicroLED Manufacturing Identifying and Overcoming Yield Iss...
Critical Steps in MicroLED Manufacturing Identifying and Overcoming Yield Iss...
 
Vishakantaiah validating
Vishakantaiah validatingVishakantaiah validating
Vishakantaiah validating
 
Cognizant's Zero Deviation Life Cycle - an Overview
Cognizant's Zero Deviation Life Cycle - an OverviewCognizant's Zero Deviation Life Cycle - an Overview
Cognizant's Zero Deviation Life Cycle - an Overview
 
SCM Transformation Challenges and How to Overcome Them
SCM Transformation Challenges and How to Overcome ThemSCM Transformation Challenges and How to Overcome Them
SCM Transformation Challenges and How to Overcome Them
 
Continuously Delivering Distributed Systems
Continuously Delivering Distributed SystemsContinuously Delivering Distributed Systems
Continuously Delivering Distributed Systems
 
An Integrated Simulation Tool Framework for Process Data Management
An Integrated Simulation Tool Framework for Process Data ManagementAn Integrated Simulation Tool Framework for Process Data Management
An Integrated Simulation Tool Framework for Process Data Management
 
06 operations and feedback dap-kabel
06   operations and feedback dap-kabel06   operations and feedback dap-kabel
06 operations and feedback dap-kabel
 

Más de chiportal

Prof. Zhihua Wang, Tsinghua University, Beijing, China
Prof. Zhihua Wang, Tsinghua University, Beijing, China Prof. Zhihua Wang, Tsinghua University, Beijing, China
Prof. Zhihua Wang, Tsinghua University, Beijing, China chiportal
 
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...chiportal
 
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...chiportal
 
Prof. Uri Weiser,Technion
Prof. Uri Weiser,TechnionProf. Uri Weiser,Technion
Prof. Uri Weiser,Technionchiportal
 
Ken Liao, Senior Associate VP, Faraday
Ken Liao, Senior Associate VP, FaradayKen Liao, Senior Associate VP, Faraday
Ken Liao, Senior Associate VP, Faradaychiportal
 
Prof. Danny Raz, Director, Bell Labs Israel, Nokia
 Prof. Danny Raz, Director, Bell Labs Israel, Nokia  Prof. Danny Raz, Director, Bell Labs Israel, Nokia
Prof. Danny Raz, Director, Bell Labs Israel, Nokia chiportal
 
Marco Casale-Rossi, Product Mktg. Manager, Synopsys
Marco Casale-Rossi, Product Mktg. Manager, SynopsysMarco Casale-Rossi, Product Mktg. Manager, Synopsys
Marco Casale-Rossi, Product Mktg. Manager, Synopsyschiportal
 
Dr.Efraim Aharoni, ESD Leader, TowerJazz
Dr.Efraim Aharoni, ESD Leader, TowerJazzDr.Efraim Aharoni, ESD Leader, TowerJazz
Dr.Efraim Aharoni, ESD Leader, TowerJazzchiportal
 
Eddy Kvetny, System Engineering Group Leader, Intel
Eddy Kvetny, System Engineering Group Leader, IntelEddy Kvetny, System Engineering Group Leader, Intel
Eddy Kvetny, System Engineering Group Leader, Intelchiportal
 
Dr. John Bainbridge, Principal Application Architect, NetSpeed
 Dr. John Bainbridge, Principal Application Architect, NetSpeed  Dr. John Bainbridge, Principal Application Architect, NetSpeed
Dr. John Bainbridge, Principal Application Architect, NetSpeed chiportal
 
Xavier van Ruymbeke, App. Engineer, Arteris
Xavier van Ruymbeke, App. Engineer, ArterisXavier van Ruymbeke, App. Engineer, Arteris
Xavier van Ruymbeke, App. Engineer, Arterischiportal
 
Asi Lifshitz, VP R&D, Vtool
Asi Lifshitz, VP R&D, VtoolAsi Lifshitz, VP R&D, Vtool
Asi Lifshitz, VP R&D, Vtoolchiportal
 
Zvika Rozenshein,General Manager, EngineeringIQ
Zvika Rozenshein,General Manager, EngineeringIQZvika Rozenshein,General Manager, EngineeringIQ
Zvika Rozenshein,General Manager, EngineeringIQchiportal
 
Lewis Chu,Marketing Director,GUC
Lewis Chu,Marketing Director,GUC Lewis Chu,Marketing Director,GUC
Lewis Chu,Marketing Director,GUC chiportal
 
Kunal Varshney, VLSI Engineer, Open-Silicon
Kunal Varshney, VLSI Engineer, Open-SiliconKunal Varshney, VLSI Engineer, Open-Silicon
Kunal Varshney, VLSI Engineer, Open-Siliconchiportal
 
Gert Goossens,Sen. Director, ASIP Tools, Synopsys
Gert Goossens,Sen. Director, ASIP Tools, SynopsysGert Goossens,Sen. Director, ASIP Tools, Synopsys
Gert Goossens,Sen. Director, ASIP Tools, Synopsyschiportal
 
Tuvia Liran, Director of VLSI, Nano Retina
Tuvia Liran, Director of VLSI, Nano RetinaTuvia Liran, Director of VLSI, Nano Retina
Tuvia Liran, Director of VLSI, Nano Retinachiportal
 
Sagar Kadam, Lead Software Engineer, Open-Silicon
Sagar Kadam, Lead Software Engineer, Open-SiliconSagar Kadam, Lead Software Engineer, Open-Silicon
Sagar Kadam, Lead Software Engineer, Open-Siliconchiportal
 
Ronen Shtayer,Director of ASG Operations & PMO, NXP Semiconductor
Ronen Shtayer,Director of ASG Operations & PMO, NXP SemiconductorRonen Shtayer,Director of ASG Operations & PMO, NXP Semiconductor
Ronen Shtayer,Director of ASG Operations & PMO, NXP Semiconductorchiportal
 
Prof. Emanuel Cohen, Technion
Prof. Emanuel Cohen, TechnionProf. Emanuel Cohen, Technion
Prof. Emanuel Cohen, Technionchiportal
 

Más de chiportal (20)

Prof. Zhihua Wang, Tsinghua University, Beijing, China
Prof. Zhihua Wang, Tsinghua University, Beijing, China Prof. Zhihua Wang, Tsinghua University, Beijing, China
Prof. Zhihua Wang, Tsinghua University, Beijing, China
 
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
 
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
Prof. Steve Furber, University of Manchester, Principal Designer of the BBC M...
 
Prof. Uri Weiser,Technion
Prof. Uri Weiser,TechnionProf. Uri Weiser,Technion
Prof. Uri Weiser,Technion
 
Ken Liao, Senior Associate VP, Faraday
Ken Liao, Senior Associate VP, FaradayKen Liao, Senior Associate VP, Faraday
Ken Liao, Senior Associate VP, Faraday
 
Prof. Danny Raz, Director, Bell Labs Israel, Nokia
 Prof. Danny Raz, Director, Bell Labs Israel, Nokia  Prof. Danny Raz, Director, Bell Labs Israel, Nokia
Prof. Danny Raz, Director, Bell Labs Israel, Nokia
 
Marco Casale-Rossi, Product Mktg. Manager, Synopsys
Marco Casale-Rossi, Product Mktg. Manager, SynopsysMarco Casale-Rossi, Product Mktg. Manager, Synopsys
Marco Casale-Rossi, Product Mktg. Manager, Synopsys
 
Dr.Efraim Aharoni, ESD Leader, TowerJazz
Dr.Efraim Aharoni, ESD Leader, TowerJazzDr.Efraim Aharoni, ESD Leader, TowerJazz
Dr.Efraim Aharoni, ESD Leader, TowerJazz
 
Eddy Kvetny, System Engineering Group Leader, Intel
Eddy Kvetny, System Engineering Group Leader, IntelEddy Kvetny, System Engineering Group Leader, Intel
Eddy Kvetny, System Engineering Group Leader, Intel
 
Dr. John Bainbridge, Principal Application Architect, NetSpeed
 Dr. John Bainbridge, Principal Application Architect, NetSpeed  Dr. John Bainbridge, Principal Application Architect, NetSpeed
Dr. John Bainbridge, Principal Application Architect, NetSpeed
 
Xavier van Ruymbeke, App. Engineer, Arteris
Xavier van Ruymbeke, App. Engineer, ArterisXavier van Ruymbeke, App. Engineer, Arteris
Xavier van Ruymbeke, App. Engineer, Arteris
 
Asi Lifshitz, VP R&D, Vtool
Asi Lifshitz, VP R&D, VtoolAsi Lifshitz, VP R&D, Vtool
Asi Lifshitz, VP R&D, Vtool
 
Zvika Rozenshein,General Manager, EngineeringIQ
Zvika Rozenshein,General Manager, EngineeringIQZvika Rozenshein,General Manager, EngineeringIQ
Zvika Rozenshein,General Manager, EngineeringIQ
 
Lewis Chu,Marketing Director,GUC
Lewis Chu,Marketing Director,GUC Lewis Chu,Marketing Director,GUC
Lewis Chu,Marketing Director,GUC
 
Kunal Varshney, VLSI Engineer, Open-Silicon
Kunal Varshney, VLSI Engineer, Open-SiliconKunal Varshney, VLSI Engineer, Open-Silicon
Kunal Varshney, VLSI Engineer, Open-Silicon
 
Gert Goossens,Sen. Director, ASIP Tools, Synopsys
Gert Goossens,Sen. Director, ASIP Tools, SynopsysGert Goossens,Sen. Director, ASIP Tools, Synopsys
Gert Goossens,Sen. Director, ASIP Tools, Synopsys
 
Tuvia Liran, Director of VLSI, Nano Retina
Tuvia Liran, Director of VLSI, Nano RetinaTuvia Liran, Director of VLSI, Nano Retina
Tuvia Liran, Director of VLSI, Nano Retina
 
Sagar Kadam, Lead Software Engineer, Open-Silicon
Sagar Kadam, Lead Software Engineer, Open-SiliconSagar Kadam, Lead Software Engineer, Open-Silicon
Sagar Kadam, Lead Software Engineer, Open-Silicon
 
Ronen Shtayer,Director of ASG Operations & PMO, NXP Semiconductor
Ronen Shtayer,Director of ASG Operations & PMO, NXP SemiconductorRonen Shtayer,Director of ASG Operations & PMO, NXP Semiconductor
Ronen Shtayer,Director of ASG Operations & PMO, NXP Semiconductor
 
Prof. Emanuel Cohen, Technion
Prof. Emanuel Cohen, TechnionProf. Emanuel Cohen, Technion
Prof. Emanuel Cohen, Technion
 

Último

USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...Postal Advocate Inc.
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...JhezDiaz1
 
What is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPWhat is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPCeline George
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptxmary850239
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationRosabel UA
 
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONTHEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONHumphrey A Beña
 
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptxMusic 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptxleah joy valeriano
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17Celine George
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfPatidar M
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4JOYLYNSAMANIEGO
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptxAUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptxiammrhaywood
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Celine George
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4MiaBumagat1
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptxmary850239
 
Food processing presentation for bsc agriculture hons
Food processing presentation for bsc agriculture honsFood processing presentation for bsc agriculture hons
Food processing presentation for bsc agriculture honsManeerUddin
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Mark Reed
 
Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Celine George
 
Global Lehigh Strategic Initiatives (without descriptions)
Global Lehigh Strategic Initiatives (without descriptions)Global Lehigh Strategic Initiatives (without descriptions)
Global Lehigh Strategic Initiatives (without descriptions)cama23
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for BeginnersSabitha Banu
 

Último (20)

USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
USPS® Forced Meter Migration - How to Know if Your Postage Meter Will Soon be...
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
 
What is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPWhat is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERP
 
4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx4.16.24 21st Century Movements for Black Lives.pptx
4.16.24 21st Century Movements for Black Lives.pptx
 
Activity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translationActivity 2-unit 2-update 2024. English translation
Activity 2-unit 2-update 2024. English translation
 
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATIONTHEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
THEORIES OF ORGANIZATION-PUBLIC ADMINISTRATION
 
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptxMusic 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
Music 9 - 4th quarter - Vocal Music of the Romantic Period.pptx
 
How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17
 
Active Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdfActive Learning Strategies (in short ALS).pdf
Active Learning Strategies (in short ALS).pdf
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptxAUDIENCE THEORY -CULTIVATION THEORY -  GERBNER.pptx
AUDIENCE THEORY -CULTIVATION THEORY - GERBNER.pptx
 
Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17Field Attribute Index Feature in Odoo 17
Field Attribute Index Feature in Odoo 17
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4
 
4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx4.16.24 Poverty and Precarity--Desmond.pptx
4.16.24 Poverty and Precarity--Desmond.pptx
 
Food processing presentation for bsc agriculture hons
Food processing presentation for bsc agriculture honsFood processing presentation for bsc agriculture hons
Food processing presentation for bsc agriculture hons
 
Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)Influencing policy (training slides from Fast Track Impact)
Influencing policy (training slides from Fast Track Impact)
 
Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17
 
Global Lehigh Strategic Initiatives (without descriptions)
Global Lehigh Strategic Initiatives (without descriptions)Global Lehigh Strategic Initiatives (without descriptions)
Global Lehigh Strategic Initiatives (without descriptions)
 
Full Stack Web Development Course for Beginners
Full Stack Web Development Course  for BeginnersFull Stack Web Development Course  for Beginners
Full Stack Web Development Course for Beginners
 

Plenary Applied-Magma collaboration- Ehud Tzuri

  • 1. A Bridge Over Troubled Wafer… Use of design layout for systematic defect identification for New Product Introduction cycle time reduction Ehud Tzuri Chief Marketing Officer Applied Materials 4 May 2011
  • 2. 2 Fastest Path to Silicon™
  • 4. It’s all about Yield Defectivity and process control are directly linked to yield productivity Maintain and improve yield at volume production Shorten ramp time Modeled Yield Curve time 4
  • 5. Variation-Aware Design – Why? 5 Design variation: the variation in parametric and die yield results caused by process, random variation, and layout dependent effects (proximity) Source: VARIATION-AWARE CUSTOM IC DESIGN REPORT 2011, Amit Gupta President and CEO, Solido Design Automation
  • 6. % Systematic Defects in Ramp, Growing Schematic depiction 6 Random Systematic Particle Pattern
  • 7. Local area with narrow process window What is a “Hot Spot”? 7 Process window Die Yield Line CD
  • 9. Complex Die Layout – A Sensitivity Issue 9 Different densities and patterns have different optical characteristics in the eyes of the inspection tool Inspection Tool Scan Image
  • 10. Challenges Summary Difficulty to reach yield entitlements fast with minimal re-spins Increasing number of “hot spots” Inefficient separation of random / systematic defects Products complexity growing  different sensitivity areas required for inspection 10
  • 11.
  • 13.
  • 14. DBI: Design Based Inspection Using CAD data to set up complex die layouts for inspection 50% faster time to recipe due to increased automation Improved sensitivity by assigning different thresholds to different areas 13
  • 15. Defect die stack Manual layout DBI layout Sensitivity improved by DBI recipe DBI Case Study: Sensitivity 14
  • 16. DBB: Design Based Binning - Concept 15 Binning of all defects per layout /structure
  • 17. DBB Case Study DBB Pareto and clips of largest bins SEM Images of Critical Structures Faster identification of Process-Window-Limiting-Structures Complementing Hot Spot simulation data 16
  • 18. DBB Case Study 17 Clear visual identification of process window
  • 19. Benefits of Approach: Voice of Customer “The introduction of CAD-based inspection technology for defect analysis and monitoring at GLOBALFOUNDRIES Fab 1 has helped improve defect management efficiency and reduce cycle time for process optimization. Both our production and development lines now rely on this technology to help guarantee process quality and yield stability." Remo Kirsch, Manager of Contamination Free Manufacturing at GLOBALFOUNDRIES Fab 1 in Dresden, Germany Press announcement, 28 February 2011 18

Notas del editor

  1. http://www.solidodesign.com/files/variation-aware-custom-design-survey-2011.pdfThe survey was executed in late 2010, with 486 IC design professionals participating.A blind, anonymous survey was emailed to several thousand participants worldwide by an independentconsultancy over the time period from Sept 22, 2010 to November 7, 2010. 486 IC design professionalscompleted the survey online. Survey respondents were comprised of a broad spectrum of designers andengineering management, with a majority (53%) in an engineering management role.
  2. Synthetic images
  3. Add images???
  4. Results: all defects folded on one Die
  5. ISMI 2010