Online Course Catalog
AE 598 ONL - Modal Analysis of Fluid Flow
Fall 2019
| Title | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|
| Uncertainty Quantification Onl | ONL | 69433 | ONL | 4 | - | Marco Panesi |
Course Description
Students in this course will learn to apply modal analysis techniques to represent multi-scale velocity data. Topics covered include proper orthogonal decomposition (POD), dynamic mode decomposition (DMD), and spectral proper orthogonal decomposition (SPOD), in addition to analytical techniques including stability theory and resolvent analysis. Students will learn the fundamentals behind these techniques and will apply them to fluid dynamics data sets to build reduced-order models and gain insight into the physics of the flow. The term project will culminate in the writing of a conference-style paper that students can choose to submit for publication.
Credit Hours
4 hours
Prerequisites
BS degree in engineering or science from an accredited college in the United States or an approved institution of highter learning abroad.