Numerical methods for partial differential equations
Master
In Maynard (USA)
Description
-
Type
Master
-
Location
Maynard (USA)
-
Start date
Different dates available
This course features an extensive set of lecture materials, including both handouts and in-class presentations. These are supplemented by a complete set of assignments, which allow students to apply the broad variety of concepts and techniques covered by the diverse teaching staff.
Facilities
Location
Start date
Start date
Reviews
Subjects
- Materials
Course programme
Lectures: 2 sessions / week, 1.5 hours / session
This course is offered as part of the Singapore-MIT Alliance (SMA), and will be delivered at MIT (by MIT faculty) for MIT students and simultaneously broadcast to the National University of Singapore (NUS) for SMA students. In some cases the roles will reverse: the classes will be delivered at NUS (by NUS SMA faculty) and simultaneously broadcast to MIT.
A presentation of the fundamentals of modern numerical techniques for a wide range of linear and nonlinear elliptic, parabolic and hyperbolic partial differential equations and integral equations central to a wide variety of applications in science, engineering, and other fields. Topics include: mathematical formulations, finite difference and finite volume discretizations, finite element discretizations, boundary element discretizations, direct and iterative solution methods.
MIT: 18.03 or 18.06 or equivalent; and familiarity with MATLAB®.
Prof. Jaime Peraire
Prof. Anthony T. Patera
Prof. Jacob White
Prof. Boo Cheong Khoo
Lecture notes are available before class, and archived lecture videos are available after class.
Trefethen, L. N., and D. Bau, III. Numerical Linear Algebra. Philadelphia, PA: SIAM, 1997. ISBN: 9780898713619.
Numerical Methods for Conservation Laws, R. Levecque, Lectures in Mathematics, ETH Zurich, Birkhauser.
Strang, G., and G. J. Fix. Analysis of the Finite Element Method. Upper Saddle River, NJ: Prentice-Hall, 1973. ISBN: 9780130329462.
Quarteroni, A., and A. Valli. Numerical Approximation of Partial Differential Equations. Berlin; New York, NY: Springer-Verlag, 1997. ISBN: 9783540571117 (Berlin: acid-free paper) and ISBN: 9780387571119 (New York: acid-free paper).
Atkinson, K. E. The Numerical Solution of Integral Equations of the Second Kind. Cambridge, UK: Cambridge University Press, 1997. ISBN: 9780521583916 (hardcopy).
Briggs, W. L., et al. A Multigrid Tutorial. 2nd ed. Philadelphia, PA: SIAM, 2000. ISBN: 9780898714623.
Tveito, A., and R. Winther. Introduction to Partial Differential Equations: A Computational Approach. New York, NY: Springer, 1998. ISBN: 9780387983271. (Texts in Applied Mathematics 29, are on reserve at MIT's Barker Library and at NUS's Central Library and SMA Library.)
4 Problem Sets/Projects:
Finite Differences: 25%
Hyperbolic Equations: 20%
Finite Elements: 25%
Boundary Integral Eqs.: 20%
Class Interaction 10%
Don't show me this again
This is one of over 2,200 courses on OCW. Find materials for this course in the pages linked along the left.
MIT OpenCourseWare is a free & open publication of material from thousands of MIT courses, covering the entire MIT curriculum.
No enrollment or registration. Freely browse and use OCW materials at your own pace. There's no signup, and no start or end dates.
Knowledge is your reward. Use OCW to guide your own life-long learning, or to teach others. We don't offer credit or certification for using OCW.
Made for sharing. Download files for later. Send to friends and colleagues. Modify, remix, and reuse (just remember to cite OCW as the source.)
Learn more at Get Started with MIT OpenCourseWare
Numerical methods for partial differential equations