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

31 citations · 112 across the 38 of their papers we have counts for

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18 papers · 1 filter

math.AP2026

Spectral Selection in Sphere-Constrained Flows Generated by Polynomials of the Dirichlet Laplacian

Javed Hussain

Let be a bounded smooth domain and let be the positive Dirichlet Laplacian on . For a real polynomial with positive leading coefficient, w…

astro-ph.IM2026

No need to modulate: On-sky results of a Neural Network enhanced pyramid wavefront sensor and prospects for the ELTs

Rico Landman, Liam Koning, Sebastiaan Y. Haffert +20

One of the main limitations of ground-based extreme adaptive optics systems (XAO) is the balance between the temporal and photon noise error. The unmodulated Pyramid Wavefront Sens…

astro-ph.IM2026

Digging dark holes on-sky with the Self-Coherent Camera: Preliminary results

Elena Tonucci, Sebastiaan Y. Haffert, Jared R. Males +17

Current high-contrast imaging instruments are limited by wavefront errors originating from non-common path aberrations (NCPAs) due, for example, to manufacturing errors in the opti…

astro-ph.IM2026

On-sky demonstration of self-learning predictive control with MagAO-X

Sebastiaan Y. Haffert, Jared R. Males, Parker T. Johnson +13

Direct imaging of exoplanets is very tricky and requires extremely well corrected wavefronts. Especially low-order order modes are detrimental to the performance of coronagraphs at…

astro-ph.IM2026

Sub-diffraction-limited coronagraphic imaging with nano-printed PIAACMC phase masks

Elena Tonucci, Sebastiaan Y. Haffert, Warren B. Foster +22

Imaging Earth-like exoplanets in the habitable zone of their host star is among the main science objectives of future ground-based and space-based observatories. However, the extre…

astro-ph.IM2026

Demonstration of simultaneous PIAA- coronagraphy and wavefront sensing using a single metasurface-based focal-plane optic

Dhwanil Patel, Sebastiaan Y. Haffert, Skyler Palatnick +23

Controlling residual wavefront aberrations downstream of an extreme adaptive optics (ExAO) system is a major challenge in high-contrast imaging. These aberrations produce quasi-sta…