Colors of A{{< sup “\-1” >}} where A is a discretized ∇{{< sup “2” >}} with Dirichlet boundary conditions. Top: several columns in 1d (Ω = [0,L] = [0,1]). Bottom: two columns in 2d (Ω = [1,-1] x [-1,1]. In both 1d and 2d, the location of minimum corresponds to the index of the column: this is the effect of the unit-vector “source” or “force” = 1 at that position (and = 0 elsewhere). (Image by Steven G. Johnson.)
Course Description
This course provides students with the basic analytical and computational tools of linear partial differential equations (PDEs) for practical applications in science engineering, including heat / diffusion, wave, and Poisson equations. Analytics emphasize the viewpoint of linear algebra and the analogy with finite matrix problems. Numerics focus on finite-difference and finite-element techniques to reduce PDEs to matrix problems. The
Julia Language
(a free, open-source environment) is introduced and used in homework for simple examples.
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| As Taught In: | Fall 2014 |
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Undergraduate
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Learning Resource Types
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Problem Sets with Solutions
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Exams with Solutions