Robust Modal Decompositions for Fluid Flows

This research abstract by Isabel Scherl describes how to use robust principle component analysis (RPCA) for robust modal decompositions of fluid flows that have large outliers or corruption.

https://doi.org/10.1103/PhysRevFluids.5.054401

https://arxiv.org/abs/1905.07062

Robust principal component analysis for modal decomposition of corrupt fluid flows
Physical Review Fluids, 5:054401, 2020 (Editors' Suggestion)
Isabel Scherl (@IsabelScherl), Benjamin Strom, Jessica K. Shang, Owen Williams (@WilliamsFluids), Brian L. Polagye, and Steven L. Brunton (@eigensteve)

Additional videos: tinyurl.com/RPCA-PIV

Github repository: https://github.com/ischerl/RPCA-PIV

Видео Robust Modal Decompositions for Fluid Flows канала Steve Brunton