Image de couverture de livre

Focal plane wavefront control with model-based reinforcement learning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Nousiainen, Jalo, Taskin, Iremsu, Kasper, Markus, De Xivry, Gilles Orban, Absil, Olivier
Format:	Preprint
Publié:	2026
Sujets:	Instrumentation and Methods for Astrophysics Earth and Planetary Astrophysics Machine Learning Robotics
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Combining spectroscopy and wavefront control at deep contrast with photonic lanterns
par: Morsy, Mona El, et autres
Publié: (2026)

Revisiting the Borde-Traub focal plane wavefront estimation technique for exoplanet direct imaging
par: Potier, Axel, et autres
Publié: (2024)

Single-shot focal plane wavefront sensing with the spatially-clipped self-coherent camera
par: Liberman, Joshua, et autres
Publié: (2025)

The power of prediction: spatiotemporal Gaussian process modeling for predictive control in slope-based wavefront sensing
par: Nousiainen, Jalo, et autres
Publié: (2024)

Enhanced detection limits in the SHINE F150 survey through the Regime Switching Model. Optimizing thresholds and investigating environmental noise
par: Sabalbal, Mariam, et autres
Publié: (2025)

Comparing Apples with Apples: Robust Detection Limits for Exoplanet High-Contrast Imaging in the Presence of non-Gaussian Noise
par: Bonse, Markus J., et autres
Publié: (2023)

Cascade adaptive optics with a second stage based on a Zernike wavefront sensor for exoplanet observations
par: N'Diaye, M., et autres
Publié: (2024)

Combining reference-star and angular differential imaging for high-contrast imaging of extended sources
par: Juillard, Sandrine, et autres
Publié: (2024)

Vortex coronagraph: revisiting the phase retrieval properties via Zernike analysis
par: de Xivry, Gilles Orban, et autres
Publié: (2024)

An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection -- The AMAT Algorithm
par: Daglayan, Hazan, et autres
Publié: (2024)

The Focal-plane Actualized Shifted Technique Realized for a Shack Hartmann Wavefront Sensor (fastrSHWFS)
par: Gerard, Benjamin L., et autres
Publié: (2024)

Use the 4S (Signal-Safe Speckle Subtraction): Explainable Machine Learning reveals the Giant Exoplanet AF Lep b in High-Contrast Imaging Data from 2011
par: Bonse, Markus J., et autres
Publié: (2024)

Breadboarding the European Moon Rover System: discussion and results of the analogue field test campaign
par: Luna, Cristina, et autres
Publié: (2024)

The future looks dark: improving high contrast imaging with hyper-parameter optimization for data-driven predictive wavefront control
par: Fowler, J., et autres
Publié: (2024)

Roman coronagraph simulations of exozodi observations in the presence of wavefront errors
par: Llop-Sayson, Jorge, et autres
Publié: (2025)

Using physics-based simulation towards eliminating empiricism in extraterrestrial terramechanics applications
par: Hu, Wei, et autres
Publié: (2024)

CubeSat Orbit Insertion Maneuvering Using J2 Perturbation
par: Alandihallaj, M. Amin, et autres
Publié: (2025)

Practice Makes Perfect: A Study of Digital Twin Technology for Assembly and Problem-solving using Lunar Surface Telerobotics
par: O'Keefe, Xavier, et autres
Publié: (2025)

ALF: an asymmetric Lyot wavefront sensor for the ELT/METIS vortex coronagraph
par: de Xivry, Gilles Orban, et autres
Publié: (2024)

New substellar candidates identified through deep learning in the F150 sample of the large-scale SHINE direct imaging survey
par: Mitjans, Carles Cantero, et autres
Publié: (2026)

Bioverse: GMT and ELT Direct Imaging and High-Resolution Spectroscopy Assessment $\unicode{x2013}$ Surveying Exo-Earth O$_{\mathrm{2}}$ and Testing the Habitable Zone Oxygen Hypothesis
par: Hardegree-Ullman, Kevin K., et autres
Publié: (2024)

High performance Lunar landing simulations
par: Lebreton, Jérémy, et autres
Publié: (2024)

Exoplanet Imaging Data Challenge, phase II: Comparison of algorithms in terms of characterization capabilities
par: Cantalloube, Faustine, et autres
Publié: (2024)

Making the unmodulated Pyramid wavefront sensor smart. Closed-loop demonstration of neural network wavefront reconstruction with MagAO-X
par: Landman, Rico, et autres
Publié: (2024)

Modeling the meteoroid environment far from the ecliptic plane
par: Moorhead, Althea V., et autres
Publié: (2025)

The Key to Unlocking Exoplanet Biosignatures: a UK-led IR Spectrograph for the Habitable Worlds Observatory Coronagraph
par: Biller, Beth, et autres
Publié: (2026)

High-contrast spectroscopy with the new VLT/ERIS instrument: Molecular maps and radial velocity of the gas giant AF Lep b
par: Hayoz, Jean, et autres
Publié: (2025)

Advanced System Engineering Approaches to Emerging Challenges in Planetary and Deep-Space Exploration
par: de Curtò, J., et autres
Publié: (2025)

Contamination of spectroscopic observations by satellite constellations
par: Moehler, Olivier R. Hainaut Sabine
Publié: (2024)

Future exoplanet direct imaging instruments: Simulating spatial light modulator-based pixelated focal-plane coronagraphy
par: Lin, Liurong, et autres
Publié: (2024)

Disentangling the hemispheres of Teegarden's Star b with LIFE
par: Boukrouche, Ryan, et autres
Publié: (2025)

Advancing Resource Extraction Systems in Martian Volcanic Terrain: Rover Design, Power Consumption and Hazard Analysis
par: Gupta, Divij, et autres
Publié: (2025)

Autonomous Mars Rover Module for Soil Sampling and Life Component Analysis
par: Adhikari, Bibek, et autres
Publié: (2026)

Autonomous Robotic Arm Manipulation for Planetary Missions using Causal Machine Learning
par: McDonnell, C., et autres
Publié: (2024)

Making the unmodulated pyramid wavefront sensor smart II. First on-sky demonstration of extreme adaptive optics with deep learning
par: Landman, R., et autres
Publié: (2025)

Calibrating the Instrumental Drift in MAROON-X using an Ensemble Analysis
par: Basant, Ritvik, et autres
Publié: (2025)

Efficiently Searching for Close-in Companions around Young M Dwarfs using a Multi-year PSF Library
par: Sanghi, Aniket, et autres
Publié: (2024)

Polarimetry in Planetary Sciences and Astronomy
par: Patty, C. H. Lucas, et autres
Publié: (2026)

Demonstrating Improved Contrast on the Roman Coronagraph with Spatial Linear Dark Field Control
par: Currie, Thayne, et autres
Publié: (2025)

Machine learning revolution for exoplanet direct imaging detection: transformer architectures
par: Lin, Yu-Chia
Publié: (2025)