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20172021
most citedClosed Loop Predictive Control of Adaptive Optics Systems with Convolutional Neural Networks

42 citations · 61 across the 5 of their papers we have counts for

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8 papers · 1 filter

astro-ph.IM2021

Simultaneous estimation of segmented telescope phasing errors and non-common path aberrations from adaptive optics corrected images

Masen Lamb, Carlos Correia, Suresh Sivanandam +2

We investigate the focal plane wavefront sensing technique, known as Phase Diversity, at the scientific focal plane of a segmented mirror telescope with an adaptive optics (AO) sys…

astro-ph.IM202142 cited

Closed Loop Predictive Control of Adaptive Optics Systems with Convolutional Neural Networks

Robin Swanson, Masen Lamb, Carlos Correia +2

Predictive wavefront control is an important and rapidly developing field of adaptive optics (AO). Through the prediction of future wavefront effects, the inherent AO system servo-…

astro-ph.IM20201 cited

Design and development of a high-speed Visible Pyramid Wavefront Sensor for the MMT AO system

Narsireddy Anugu, Olivier Durney, Katie M. Morzinski +16

MAPS, MMT Adaptive optics exoPlanet characterization System, is the upgrade of legacy 6.5m MMT adaptive optics system. It is an NSF MSIP-funded project that includes (i) refurbishi…

astro-ph.IM2020

Focal Plane Wavefront Sensing on SUBARU/SCExAO

Sebastien Vievard, Steven P. Bos, Frederic Cassaing +20

Focal plane wavefront sensing is an elegant solution for wavefront sensing since near-focal images of any source taken by a detector show distortions in the presence of aberrations…

astro-ph.IM20202 cited

Characterisation of a turbulent module for the MITHIC high-contrast imaging testbed

A. Vigan, M. Postnikova, A. Caillat +6

Future high-contrast imagers on ground-based extremely large telescopes will have to deal with the segmentation of the primary mirrors. Residual phase errors coming from the phase…

astro-ph.IM2019

Entering into the Wide Field Adaptive Optics Era on Maunakea

Gaetano Sivo, John Blakeslee, Jennifer Lotz +32

As part of the National Science Foundation funded "Gemini in the Era of MultiMessenger Astronomy" (GEMMA) program, Gemini Observatory is developing GNAO, a widefield adaptive optic…