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Title:Stochastic techniques for computational electromagnetics and signal integrity design optimization
Author(s):Chen, Xu
Advisor(s):Cangellaris, Andreas C.; Schutt-Ainé, José E.
Department / Program:Electrical & Computer Eng
Discipline:Electrical & Computer Engr
Degree Granting Institution:University of Illinois at Urbana-Champaign
Degree:M.S.
Genre:Thesis
Subject(s):signal integrity
stochastic
computational electromagnetics
waveguide
optimization
finite element method
packaging
modeling
simulation
Numerical methods
stochastic collocation
monte carlo
uncertainty quantification
modal signaling
Abstract: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.
Issue Date:2015-01-21
URI:http://hdl.handle.net/2142/72778
Rights Information:Copyright 2014 Xu Chen
Date Available in IDEALS:2015-01-21
Date Deposited:2014-12


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