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Numerical Simulation and Modeling II: EECS 290A, Spring 2014



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Numerical simulation and computational modelling are technologies that pervade science and engineering, from electronics (e.g., analog/RF/mixed-signal circuits, high-speed digital circuits, interconnect, etc.) to optics, nanotechnology, chemistry, biology and mechanics.

This is a second course on these technologies, covering subjects beyond those in the first course 219A. This offering of the class will focus on:
  • model-order reduction techniques for LTI systems (particularly moment-matching and Krylov-subspace methods),
  • analysis and modelling of nonlinear oscillators, and
  • stochastic differential equations (SDEs).
Numerical demonstrations in class will be used as an aid to learning, eg. to concretize theory and to make it easily accessible.
This course is relevant to the BIO, CIR, DMA, INC, MEMS, PHY and SCI areas of EECS.

Numerical Simulation and Modeling (219A) is a pre-requisite for taking this course.

Course format
  • The grade for the course will be based on assigned homeworks, a midterm exam, a final mini-project, and class attendance/participation.
Credits
  • 3 credits. Course control number: 25665
Class location and times
Textbook and Materials
  • Slides/notes will be made available to the students.
Instructor
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