activity
20162022
most citedClosed Loop Predictive Control of Adaptive Optics Systems with Convolutional Neural Networks

42 citations · 199 across the 13 of their papers we have counts for

collaborators

26 papers

astro-ph.IM20221 cited

Three-sided pyramid wavefront sensor. II. Preliminary demonstration on the new CACTI testbed

Lauren Schatz, Johanan Codona, Joseph D. Long +17

The next generation of giant ground and space telescopes will have the light-collecting power to detect and characterize potentially habitable terrestrial exoplanets using high-con…

astro-ph.IM2021

The Three-Sided PyramidWavefront Sensor. I. Simulations and Analysis for Astronomical Adaptive Optics

Lauren Schatz, Jared R. Males, Carlos Correia +11

For ExAO instruments for the Giant Segmented Mirror Telescopes (GSMTs), alternative architectures of WFS are under consideration because there is a tradeoff between detector size,…

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.IM2020

Pyramid wavefront sensor optical gains compensation using a convolutional model

Vincent Chambouleyron, Olivier Fauvarque, Pierre Janin-Potiron +5

Extremely Large Telescopes have overwhelmingly opted for the Pyramid wavefront sensor (PyWFS) over the more widely used Shack-Hartmann WaveFront Sensor (SHWFS) to perform their Sin…

astro-ph.IM2020

Design of the HARMONI Pyramid WFS module

Noah Schwartz, Jean-François Sauvage, Edgard Renault +12

Current designs for all three extremely large telescopes show the overwhelming adoption of the pyramid wavefront sensor (P-WFS) as the WFS of choice for adaptive optics (AO) system…