Robust spectral representations and model inference for biological dynamics

Current developments in automated experimental imaging allow for high-resolution tracking across various scales, from whole animal behavior to single-cell dynamics to spatiotemporal gene expression. Transforming these high-dimensional data into effective low-dimensional models is an essential theore...

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Bibliographic Details
Main Author: Hastewell, Alasdair D.
Other Authors: Dunkel, Jörn
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/155336
https://orcid.org/0000-0003-2633-380X