Multiphysics modeling and simulation for large-scale integrated circuits

Lu, Tianjian

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https://hdl.handle.net/2142/95323 Copy

Description

Title

Multiphysics modeling and simulation for large-scale integrated circuits

Author(s)

Lu, Tianjian

Issue Date

2016-11-21

Director of Research (if dissertation) or Advisor (if thesis)

Jin, Jianming

Doctoral Committee Chair(s)

Jin, Jianming

Committee Member(s)

• Schutt-Ainé, José E.
• Godddard, Lynford L.
• Geubelle, Philippe H.

Department of Study

Electrical & Computer Eng

Discipline

Electrical & Computer Engr

Degree Granting Institution

University of Illinois at Urbana-Champaign

Degree Name

Ph.D.

Degree Level

Dissertation

Keyword(s)

• Multiphysics
• Integrated circuits
• Electromagnetics
• Heat transfer
• Conjugate heat transfer
• Thermal stress
• Electrical-thermal
• Microchannel cooling
• Coupled electrical-thermal-mechanical
• Finite element method
• Domain decomposition
• Parallel computing

Abstract

This dissertation is a process of seeking solutions to two important and challenging problems related to the design of modern integrated circuits (ICs): the ever increasing couplings among the multiphysics and the large problem size arising from the escalating complexity of the designs. A multiphysics-based computer-aided design methodology is proposed and realized to address multiple aspects of a design simultaneously, which include electromagnetics, heat transfer, fluid dynamics, and structure mechanics. The multiphysics simulation is based on the finite element method for its unmatched capabilities in handling complicate geometries and material properties. The capability of the multiphysics simulation is demonstrated through its applications in a variety of important problems, including the static and dynamic IR-drop analyses of power distribution networks, the thermal-ware high-frequency characterization of through-silicon-via structures, the full-wave electromagnetic analysis of high-power RF/microwave circuits, the modeling and analysis of three-dimensional ICs with integrated microchannel cooling, the characterization of micro- and nanoscale electrical-mechanical systems, and the modeling of decoupling capacitor derating in the power integrity simulations. To perform the large-scale analysis in a highly efficient manner, a domain decomposition scheme, parallel computing, and an adaptive time-stepping scheme are incorporated into the proposed multiphysics simulation. Significant reduction in computation time is achieved through the two numerical schemes and the parallel computing with multiple processors.

Graduation Semester

2016-12

Type of Resource

text

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http://hdl.handle.net/2142/95323

Copyright and License Information

Copyright 2016 Tianjian Lu

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