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We demonstrate SHRED, a SHallow REcurrent Decoder, to augment aero-optical wavefront sensors. The neural network achieves high-fidelity state reconstruction and forecasting using sparse, robust sensor placements, useful for data compression and adaptive optic predictive control.
© 2023 The Author(s)
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