stanford-imaging team mailing list archive

[Michael Cardiff <michaelcardiff@xxxxxxxxxxxxxx>]

Sure you all saw this, but this sounds like a great class! Kind of
jealous that you all are still at Stanford!

I can vouch for Prof. Farhat too -- he was a great professor for a
numerical methods class I took during my time there.

-Mike

---------- Forwarded message ----------
From: Yusong  Rogers <ysrogers@xxxxxxxxxxxx>
Date: Mon, Mar 14, 2011 at 5:13 PM
Subject: Fwd: ANNOUNCEMENT: New  course in Spring Qtr.
To: efml nerds <efml_nerds@xxxxxxxxxxxxxxxxxx>


Title: CME345: Model Reduction
Instructor: Prof. Farhat

Schedule: TTH 11:00-12:30pm in 160-326

Description:

Model reduction is an indispensable tool for computational-based
design and optimization, statistical analysis, embedded computing and
real-time optimal control. This course presents the basic mathematical
theory for projection-based model reduction. Topics include: notions
of linear dynamical systems and projection; projection-based model
reduction; error analysis; proper orthogonal decomposition; Hankel
operator and balancing of a linear dynamical system; balanced
truncation method: modal truncation and other reduction methods for
linear oscillators; model reduction via moment matching methods based
on Krylov subspaces; introduction to model reduction of parametric
systems and notions of nonlinear model reduction. Course material is
complemented by a balanced set of theoretical, algorithmic and Matlab
computer programming assignments. Pre-requisites: CME200 or
equivalent, CME 263 or equivalent and basic numerical methods for
ODEs.

--








~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.~.

SDGC
Center for Sustainable Development & Global Competitiveness
Department of Civil & Environmental Engineering
Stanford University

Y2E2, Room 254
m/c 4020
473 Via Ortega
Stanford, CA 94305

Tel: 650 723-6506
Fax: 650 725-3164




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-- 
Michael Cardiff, Ph.D.
Assistant Research Professor
Center for Geophysical Investigation of the Shallow Subsurface (CGISS)
Department of Geosciences
1910 University Drive, MS-1536
Boise State University
Boise, ID 83725-1536
phone: 208-426-4678
fax:     208-426-3888
email: michaelcardiff@xxxxxxxxxxxxxx
http://earth.boisestate.edu/michaelcardiff

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