51 citations · 51 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2026
Band-Ensemble Spectral Proper Orthogonal Decomposition with Frequency Attribution
Jakob G. R. von Saldern, Oliver T. Schmidt, Philipp Godbersen +2
This study presents band-ensemble Spectral Proper Orthogonal Decomposition (bSPOD). The approach is inspired by frequency smoothing, a method used to reduce estimator variance in p…
physics.flu-dyn2022★ 51 cited
Mean flow data assimilation based on physics-informed neural networks
Jakob G. R. von Saldern, Johann Moritz Reumschüssel, Thomas L. Kaiser +2
Physics-informed neural networks (PINNs) can be used to solve partial differential equations (PDEs) and identify hidden variables by incorporating the governing equations into neur…