D. Gratadour

Modal CNN reconstruction for an unmodulated pyramid wavefront sensor in SAXO+

The unmodulated pyramid wavefront sensor offers high sensitivity but requires accurate reconstruction of its nonlinear response. We present a convolutional neural network that directly estimates deformable-mirror modal coefficients from the four pyramid pupil images. Unlike image-to-grid approaches, the modal output ca...