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面向VLT/ERIS涡 coronagraph的自动可微点扩散函数建模

Towards Autodifferentiable Point Spread Function Modelling for the VLT/ERIS Vortex Coronagraph

P. Van de Walle Suarez, G. Orban De Xivry, O. Absil, M. J. Bonse, R. J. De Rosa, V. Christiaens

arXiv 2607.29524首次发表:更新:

AI 中文总结

本文针对VLT/ERIS涡 coronagraph,提出将AO遥测与可微光学模型结合的新框架,用于高对比度成像后处理,发现抖动差异影响PSF重建并计划研究其机械起源。

AI 中文摘要

系外行星的高对比度成像受准静态散斑限制,现有后处理方法仍高于理论噪声极限。本文研究一种新框架,将自适应光学(AO)波前传感器遥测数据,结合ERIS涡 coronagraph的可微光学模型纳入后处理。作为首个概念验证,我们将AO遥测注入ERIS正向模型,评估其再现空中点扩散函数(PSF)的能力。研究发现,科学相机与AO遥测间的抖动差异阻碍了PSF的准确重建,本文提出了表征该抖动并确定其机械起源的计划。

英文摘要

High-contrast imaging of exoplanets is limited by the presence of quasi-static speckles and existing post-processing methods remain above the theoretical noise limit. We investigate a novel framework that incorporates adaptive optics (AO) wavefront sensor telemetry into post-processing using a differentiable optical model of the ERIS vortex coronagraph. As a first proof of concept, we inject AO telemetry into an ERIS forward model and assess its ability to reproduce the on-sky point spread function (PSF). We find that jitter discrepancies between the science camera and the AO telemetry hinder accurate PSF reconstruction. We proposed a plan to characterise this jitter and find its mechanical origin.

Comments9 pages, paper presented at SPIE Astronomical Telescopes + Instrumentation 2026

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