Stochastic techniques for computational electromagnetics and signal integrity design optimization

As speed and density of electronic systems continue to increase, uncertainties are becoming significant factors in system performance. This thesis provides an overview of stochastic numerical techniques in the context of electronic package modeling for signal integrity analysis. Examples are provided to demonstrate the efficiency and accuracy of the Stochastic Collocation method, and its application in computer system design optimization. A stochastic Finite Element Method electromagnetic solver is also implemented using Stochastic Collocation to study waveguides with geometric uncertainties.

Name thesis:degree_name

M.S.

Level thesis:degree_level

Thesis

Discipline thesis:degree_discipline

Electrical & Computer Engr

Grantor

University of Illinois at Urbana-Champaign

Year dc:date

2015

Author dc:creator

• Chen, Xu

Contributors dc:contributor

• Cangellaris, Andreas C.
• Schutt-Ainé, José E.

• signal integrity
• stochastic
• computational electromagnetics
• waveguide
• optimization
• finite element method
• packaging
• modeling
• simulation
• Numerical methods
• stochastic collocation
• monte carlo
• uncertainty quantification
• modal signaling

Statement dc:rights

• Copyright 2014 Xu Chen

Language dc:language

en

Handle dc:identifier

http://hdl.handle.net/2142/72778

OAI identifier oai:identifier

oai:www.ideals.illinois.edu:2142/72778