Introduction to Dynamic Mode Decomposition
When
Robert Ferrando will lead a discussion of chapter 1 of Dynamic Mode Decomposition by Kutz et al., establishing the theoretical foundations and standard uses of DMD as an algorithm for data-driven dynamical systems. In addition, some simple algorithmic implementations of DMD will be demonstrated in the Julia programming language. We will end with a broad discussion of potential applications to DMD in various fields, including computational neuroscience and epidemiology. This discussion will set the stage for more in-depth sessions later in the semester. This will be a co-convened session with the newly formed Dynamic Mode Decomposition reading group.
Place: Math Building, Room 402 and Zoom: : https://arizona.zoom.us/j/89712326534 Password: math