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Void Evolution due to Electromigration

Void Evolution due to Electromigration

Siegfried Selberherr (ORCID: 0000-0002-5583-6177)
  • Grant DOI 10.55776/P23296
  • Funding program Principal Investigator Projects
  • Status ended
  • Start July 1, 2011
  • End June 30, 2015
  • Funding amount € 303,660
  • Project website

Disciplines

Electrical Engineering, Electronics, Information Engineering (70%); Computer Sciences (20%); Mathematics (10%)

Keywords

    Electromigration, Reliability, Physical Modeling, Interconnect, Simulation

Abstract Final report

In modern integrated circuits interconnects are arranged in several levels of metalization, possibly containing several millions of interlevel connections. The continuous scaling of the interconnect lines results in increased operating current densities and temperatures. Under these conditions, electromigration has become a major reliability concern and posed several challenges for interconnect design and fabrication. For the state of the art copper dual-damascene technology several physical mechanisms act cooperatively during void evolution under electromigration stress. Surface energy, electromigration itself, and elastic strain energy are driving forces for material transport along the void surface. Furthermore, the interaction of the void with local geometric features, such as material interfaces and microstructure, has a considerable impact on the void migration, growth, and shape stability. In particular, the high diffusivity at the copper/capping layer interface is one major issue which controls void migration and growth along the interconnect line. However, as new materials and processes have been introduced, the adhesion between the copper and the surrounding layers is improved, so that grain boundary diffusion starts to become more and more significant. As a consequence, a multitude of void evolution mechanisms have been observed. Although models of the void evolution problem have already been well investigated, most of the published three- dimensional implementations neglect relevant physical phenomena, hindering an accurate simulation of void development. Moreover, the existing numerical schemes are mostly suitable for simulation of two-dimensional or simple three-dimensional interconnects only. Therefore, they offer only a very limited predictive capability of the failure development due to electromigration in modern dual-damascene interconnects. In the scope of this project a general electromigration void evolution model will be theoretically and numerically investigated. The influence of the various driving forces for atomic transport along the void surface in connection with the local geometric properties of the interconnect will be analyzed. The model will be implemented in a simulation tool following a careful study of the corresponding numerical algorithms. Special attention will be paid to evaluation and implementation of suitable numerical methods for fully three-dimensional simulations. The model implementation will be validated by comparison of simulation results with the available literature data and relevant experiments.

A general electromigration void evolution model has been theoretically developed, implemented in a simulation tool, and numerically investigated. The continuous scaling of interconnects in integrated circuits causes increased operating current densities and temperatures. This development increasingly puts pressure on the interconnect design and fabrication, as reliability issues, such as electromigration, are more and more a concern for modern integrated circuits, impeding continuous advancement in the area of microelectronics. In state-of-the-art copper dual-damascene technology different physical mechanisms contribute to void evolution under electromigration-induced stress. In particular, surface energy, electromigration, and elastic strain energy are the primary forces at play, triggering material transport along the void surface. Additionally, the interaction of the void with local geometric features (e.g. material interfaces and microstructures) further impacts void migration, growth, and shape stability. In particular, the high diffusivity at the copper/capping layer interface is one major issue which controls void migration and growth along an interconnect structure. The shortcomings of early approaches based on surface-tracking methods have been tackled with a so-called diffusive interface model. An in-house, three-dimensional simulation tool (FEDOS) has been augmented with this model, enabling simulations of electromigration-induced void evolutions based on our general electromigration void evolution model. The results obtained from our simulation tool, utilizing our developed models, have demonstrated that the ability of predicting the void evolution has been significantly improved as compared to previous approaches. The state-of-the-art has thereby been significantly advanced.

Research institution(s)
  • Technische Universität Wien - 100%

Research Output

  • 196 Citations
  • 26 Publications
Publications
  • 2014
    Title Accelerated redistancing for level set-based process simulations with the fast iterative method
    DOI 10.1007/s10825-014-0604-x
    Type Journal Article
    Author Weinbub J
    Journal Journal of Computational Electronics
    Pages 877-884
  • 2014
    Title Microstructural impact on electromigration: A TCAD study
    DOI 10.2298/fuee1401001c
    Type Journal Article
    Author Ceric H
    Journal Facta universitatis - series: Electronics and Energetics
    Pages 1-11
    Link Publication
  • 2014
    Title Electromigration Induced Resistance Increase in Open TSVs
    DOI 10.1109/sispad.2014.6931610
    Type Conference Proceeding Abstract
    Author Zisser W
    Pages 249-252
  • 2014
    Title Electromigration Reliability of Open TSV Structures
    DOI 10.1109/ipfa.2014.6898179
    Type Conference Proceeding Abstract
    Author Zisser W
    Pages 317-320
  • 2016
    Title ViennaCL---Linear Algebra Library for Multi- and Many-Core Architectures
    DOI 10.1137/15m1026419
    Type Journal Article
    Author Rupp K
    Journal SIAM Journal on Scientific Computing
  • 2015
    Title ViennaMaterials – A dedicated material library for computational science and engineering
    DOI 10.1016/j.amc.2015.03.094
    Type Journal Article
    Author Weinbub J
    Journal Applied Mathematics and Computation
    Pages 282-293
  • 2016
    Title Pipelined Iterative Solvers with Kernel Fusion for Graphics Processing Units
    DOI 10.1145/2907944
    Type Journal Article
    Author Rupp K
    Journal ACM Transactions on Mathematical Software (TOMS)
    Pages 1-27
    Link Publication
  • 2014
    Title Electromigration reliability of open TSV structures
    DOI 10.1016/j.microrel.2014.07.099
    Type Journal Article
    Author Zisser W
    Journal Microelectronics Reliability
    Pages 2133-2137
  • 2014
    Title On the Material Depletion Rate Due to Electromigration in a Copper TSV Structure
    DOI 10.1109/iirw.2014.7049523
    Type Conference Proceeding Abstract
    Author De Orio R
    Pages 111-114
  • 2014
    Title Distributed-memory parallelization of the Wigner Monte Carlo method using spatial domain decomposition
    DOI 10.1007/s10825-014-0635-3
    Type Journal Article
    Author Ellinghaus P
    Journal Journal of Computational Electronics
    Pages 151-162
  • 2014
    Title Template-Based Mesh Generation for Semiconductor Devices
    DOI 10.1109/sispad.2014.6931602
    Type Conference Proceeding Abstract
    Author Rudolf F
    Pages 217-220
  • 2012
    Title Electromigration Failure in a Copper Dual-Damascene Structure with a Through Silicon Via.
    Type Conference Proceeding Abstract
    Author Orio R
    Conference Poster: 23rd European Symposium on the Reliability of Electron Devices, Failure Physics and Analysis, Cagliari, Italy; 2012-10-01 - 2012-10-05; in "Proceedings of the 23rd European Symposium on the Reliability of Electron Devices, Failure Physics and
  • 2012
    Title Formation and Movement of Voids in Copper Interconnect Structures
    DOI 10.1109/icsict.2012.6467675
    Type Conference Proceeding Abstract
    Author De Orio R
    Pages 1-4
  • 2015
    Title Transformation invariant local element size specification
    DOI 10.1016/j.amc.2015.04.027
    Type Journal Article
    Author Rudolf F
    Journal Applied Mathematics and Computation
    Pages 195-206
  • 2011
    Title A compact model for early electromigration failures of copper dual-damascene interconnects
    DOI 10.1016/j.microrel.2011.07.049
    Type Journal Article
    Author De Orio R
    Journal Microelectronics Reliability
    Pages 1573-1577
    Link Publication
  • 2011
    Title Modeling Electromigration Lifetimes of Copper Interconnects
    DOI 10.1149/1.3615190
    Type Journal Article
    Author De Orio R
    Journal Electrochemical Society Transactions
    Pages 163-169
  • 2011
    Title A Compact Model for Early Electromigration Lifetime Estimation.
    Type Conference Proceeding Abstract
    Author Orio R
    Conference Talk: International Conference on Simulation of Semiconductor Processes and Devices (SISPAD), Osaka, Japan; 2011-09-08 - 2011-09-10; in: Proceedings of the 16th International Conference on Simulation of Semiconductor Processes and Devices
  • 2012
    Title Formation and Movement of Voids in Copper Interconnect Structures.
    Type Conference Proceeding Abstract
    Author Orio R
    Conference Talk: International Conference on Solid State and Integrated Circuit Technology (ICSICT), Xi'an, China; (invited) 2012-10-29 - 2012-11-01; in: Proceedings of the International Conference on Solid-State and Integrated Circuit Technology (ICSICT)
  • 2012
    Title Modeling of Electromigration Induced Resistance Change in Three-Dimensional Interconnects with Through Silicon Vias.
    Type Conference Proceeding Abstract
    Author Orio R
    Conference Talk: International Conference on Simulation of Semiconductor Processes and Devices (SISPAD), Denver, USA; 2012-09-05 - 2012-09-07; in: Proceedings of the 17th International Conference on Simulation of Semiconductor Processes and Devices
  • 2012
    Title Electromigration failure in a copper dual-damascene structure with a through silicon via
    DOI 10.1016/j.microrel.2012.07.021
    Type Journal Article
    Author De Orio R
    Journal Microelectronics Reliability
    Pages 1981-1986
    Link Publication
  • 2012
    Title Analysis of Resistance Change Development Due to Voiding in Copper Interconnects Ended by A Through Silicon Via
    DOI 10.1149/04901.0273ecst
    Type Journal Article
    Author De Orio R
    Journal Electrochemical Society Transactions
    Pages 273-280
  • 2011
    Title A Compact Model for Early Electromigration Lifetime Estimation
    DOI 10.1109/sispad.2011.6035040
    Type Conference Proceeding Abstract
    Author De Orio R
    Pages 23-26
  • 2011
    Title Multilevel Simulation for the Investigation of Fast Diffusivity Paths
    DOI 10.1109/sispad.2011.6035068
    Type Conference Proceeding Abstract
    Author Ceric H
    Pages 135-138
  • 2013
    Title Physically Based Models of Electromigration.
    Type Conference Proceeding Abstract
    Author Orio R
    Conference Talk: Conference on Electron Devices and Solid-State Circuits (EDSSC), Hong Kong; (invited) 2013-06-03 - 2013-06-05; in: Proceedings of the International Conference on Electron Devices and SolidState Circuits (EDSSC)
  • 2013
    Title Influence of Temperature on the Standard Deviation of Electromigration Lifetimes
    DOI 10.1109/sispad.2013.6650617
    Type Conference Proceeding Abstract
    Author De Orio R
    Pages 232-235
  • 2013
    Title Physically Based Models of Electromigration
    DOI 10.1109/edssc.2013.6628175
    Type Conference Proceeding Abstract
    Author De Orio R
    Pages 1-2

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