Author:
Sahba Shervin,Wilcox Christopher C.,McDaniel Austin,Shaffer Benjamin D.,Kutz J. Nathan
Abstract
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.