Chip to Package Interaction Risk Assessment of FCBGA Devices using FEA Simulation, Meta-Modeling and Multi-Objective Genetic Algorithm Optimization Technique

A chip to package interaction risk assessment platform has been developed using finite element analysis, meta-modeling and genetic algorithm optimization method to tackle increasing variations in package specifications. The results show that the meta-model can efficiently predict BEOL peeling stress...

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Published in:IEEE International Reliability Physics Symposium proceedings pp. 1 - 6
Main Authors: Lee, Moon Soo, Baick, Inhak, Kim, Min, Kwon, Seo Hyun, Yeo, Myeong Soo, Rhee, Hwasung, Lee, Euncheol
Format: Conference Proceeding
Language:English
Published: IEEE 01.03.2021
Subjects:
Chip packaging interaction
Finite element modeling
Meta-modeling
Metamodeling
Multi-objective optimization
Reliability
Risk management
Semiconductor device modeling
Stress
Tensile stress
Ultralow-k dielectric
ISSN:1938-1891
Online Access:Get full text
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Abstract A chip to package interaction risk assessment platform has been developed using finite element analysis, meta-modeling and genetic algorithm optimization method to tackle increasing variations in package specifications. The results show that the meta-model can efficiently predict BEOL peeling stress and solder von Mises stress of FCBGA device at reflow condition with eleven design variables. Baselines for two critical stresses are determined from qualification and mass production experiences. Room for stress mitigation is also investigated.
AbstractList A chip to package interaction risk assessment platform has been developed using finite element analysis, meta-modeling and genetic algorithm optimization method to tackle increasing variations in package specifications. The results show that the meta-model can efficiently predict BEOL peeling stress and solder von Mises stress of FCBGA device at reflow condition with eleven design variables. Baselines for two critical stresses are determined from qualification and mass production experiences. Room for stress mitigation is also investigated.
Author Yeo, Myeong Soo
Lee, Euncheol
Baick, Inhak
Kim, Min
Kwon, Seo Hyun
Rhee, Hwasung
Lee, Moon Soo
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  organization: Quality and Reliability Team, Samsung Foundry Business,Yongin-City,Gyeonggi-Do,Korea,446-711
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  givenname: Euncheol
  surname: Lee
  fullname: Lee, Euncheol
  organization: Quality and Reliability Team, Samsung Foundry Business,Yongin-City,Gyeonggi-Do,Korea,446-711
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Snippet A chip to package interaction risk assessment platform has been developed using finite element analysis, meta-modeling and genetic algorithm optimization...
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SubjectTerms Chip packaging interaction
Finite element modeling
Meta-modeling
Metamodeling
Multi-objective optimization
Reliability
Risk management
Semiconductor device modeling
Stress
Tensile stress
Ultralow-k dielectric
Title Chip to Package Interaction Risk Assessment of FCBGA Devices using FEA Simulation, Meta-Modeling and Multi-Objective Genetic Algorithm Optimization Technique
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