activity
20182026
most citedTowards on-sky adaptive optics control using reinforcement learning

31 citations · 86 across the 41 of their papers we have counts for

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Showing 2024Show all

12 papers · 1 filter

astro-ph.IM2024

Focus diverse phase retrieval test results on broadband continuous wavefront sensing in space telescope applications

Hyukmo Kang, Kyle Van Gorkom, Meghdoot Biswas +2

Continuous wavefront sensing benefits space observatories in on-orbit optical performance maintenance. To measure the phase of a wavefront, phase retrieval is an attractive techniq…

astro-ph.EP2024

Challenge of direct imaging of exoplanets within structures: disentangling real signal from point source from background light

Jialin Li, Laird M. Close, Jared R. Males +19

The high contrast and spatial resolution requirements for directly imaging exoplanets requires effective coordination of wavefront control, coronagraphy, observation techniques, an…

astro-ph.IM2024

On-sky, real-time optical gain calibration on MagAO-X using incoherent speckles

Eden A. McEwen, Jared R. Males, Olivier Guyon +15

The next generation of extreme adaptive optics (AO) must be calibrated exceptionally well to achieve the desired contrast for ground-based direct imaging exoplanet targets. Current…

astro-ph.IM2024

MagAO-X Phase II Upgrades: Implementation and First On-Sky Results of a New Post-AO 1000 Actuator Deformable Mirror

Jay K. Kueny, Kyle Van Gorkom, Maggie Kautz +13

MagAO-X is the extreme coronagraphic adaptive optics (AO) instrument for the 6.5-meter Magellan Clay telescope and is currently undergoing a comprehensive batch of upgrades. One in…

astro-ph.IM2024

More data than you want, less data than you need: machine learning approaches to starlight subtraction with MagAO-X

Joseph D. Long, Jared R. Males, Laird M. Close +17

High-contrast imaging data analysis depends on removing residual starlight from the host star to reveal planets and disks. Most observers do this with principal components analysis…

astro-ph.IM2024

MagAO-X: Commissioning Results and Status of Ongoing Upgrades

Jared R. Males, Laird M. Close, Sebastiaan Y. Haffert +20

MagAO-X is the coronagraphic extreme adaptive optics system for the 6.5 m Magellan Clay Telescope. We report the results of commissioning the first phase of MagAO-X. Components now…

astro-ph.IM2024

The space coronagraph optical bench (SCoOB): 3. Mueller matrix polarimetry of a coronagraphic exit pupil

Jaren N. Ashcraft, Ewan S. Douglas, Ramya M. Anche +4

High-contrast imaging in the next decade aims to image exoplanets at smaller angular separations and deeper contrasts than ever before. A problem that has recently garnered attenti…

astro-ph.IM2024

Black Silicon BRDF and Polarization for Coronagraphic Pupil Masks

Emory L. Jenkins, Ramya M. Anche, Kyle J. Van Gorkom +2

Future space observatories will likely have segmented primaries, causing diffraction effects that reduce coronagraph performance. Reflective binary pupil apodizer masks can mitigat…

astro-ph.IM2024

The Space Coronagraph Optical Bench (SCoOB): 5. End-to-end simulations of polarization aberrations

Ramya M Anche, Kyle J. Van Gorkom, Jaren N. Ashcraft +4

Polarization aberrations originating from the telescope and high-contrast imaging instrument optics introduce polarization-dependent speckles and associated errors in the image pla…

astro-ph.IM2024★ 1 cited

The space coronagraph optical bench (SCoOB): 4. vacuum performance of a high contrast imaging testbed

Kyle Van Gorkom, Ewan S Douglas, Kian Milani +8

The Space Coronagraph Optical Bench (SCoOB) is a high-contrast imaging testbed built to demonstrate starlight suppression techniques at visible wavelengths in a space-like vacuum e…

astro-ph.IM2024★ 1 cited

Modeling and performance analysis of Implicit Electric Field Conjugation with two deformable mirrors applied to the Roman Coronagraph

Kian Milani, Ewan S. Douglas, Sebastiaan Y. Haffert +1

High-order wavefront sensing and control (HOWFSC) is key to create a dark hole region within the coronagraphic image plane where high contrasts are achieved. The Roman Coronagraph…

astro-ph.IM2024★ 1 cited

Making the unmodulated Pyramid wavefront sensor smart. Closed-loop demonstration of neural network wavefront reconstruction with MagAO-X

Rico Landman, Sebastiaan Haffert, Jared Males +12

Almost all current and future high-contrast imaging instruments will use a Pyramid wavefront sensor (PWFS) as a primary or secondary wavefront sensor. The main issue with the PWFS…