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Preprint Sep 2026

Deep Koopman Sensing

Real-time reconstruction of fluid flows from sparse sensor measurements is important for both physical understanding and flow control. When first-principles models are too expensive for online data assimilation (DA), learned reduced-order models provide an efficient alternative, but are commonly optimized for forward p...

Nithin Somasekharan, Yadi Cao, Shao-Wu Pan · 0 citations

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