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12.747 Modeling, Data Analysis, and Numerical Techniques for Geochemistry

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Prereq: Permission of instructor
Units: 3-0-9
Lecture: MW10.30-12 (54-824)

Emphasizes the basic skills needed for handling and assimilating data as well as the basic tool-set for numerical modeling. Uses MATLAB as its computation engine; begins with an introduction to MATLAB to ensure familiarity with software. Topics include: probability distributions, error propagation, least squares and regression techniques, principle component and factor analysis, objective mapping, Fourier and spectral analysis, numerical solutions to ODEs and PDEs, finite difference techniques, inverse models, and scientific visualization.
H. Kim, D. Nicholson
No textbook information available

Total units: 12

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