activity
20242026
most citedTransformer neural networks for closed-loop adaptive optics using non-modulated pyramid wavefront sensors

8 citations · 8 across the 3 of their papers we have counts for

collaborators

6 papers

astro-ph.IM2026

R&D activity in INAF on light instrumentation for continuous optical turbulence monitoring

Camilo Weinberger, Elena Masciadri, Luca Carbonaro +5

Measurements of optical turbulence are essential in both ground-based astronomy and free-space optical communication systems contexts for multiple reasons including supporting and…

astro-ph.IM2026

Neural networks applied to forecasting the astroclimatic and meteorological parameters in an operational context

C. Weinberger, E. Masciadri, M. De Sepibus +4

Forecasting optical turbulence and atmospheric parameters is crucial for science operations of present and new generation ground-based telescopes (ELT) as well as for free-space op…

astro-ph.IM2026

Establishing baseline model performances for optical turbulence forecasting

M. De Sepibus, E. Masciadri, C. Weinberger +4

Accurate forecasting of optical turbulence (OT) is useful to optimise telescope scheduling and maximising observing efficiency, as the performance of adaptive optics systems strong…

astro-ph.IM2026

Establishing baseline model performances for optical turbulence forecasting

M. De Sepibus, E. Masciadri, C. Weinberger +2

Accurate optical turbulence (OT) forecasts help telescopes observe with maximum efficiency, as the performance of adaptive optics (AO) systems strongly depends on turbulence condit…

astro-ph.IM2025

Optical turbulence forecast for ground-based astronomy and free-space optical communication

Elena Masciadri, Alessio Turchi, Camilo Weinberger +2

Forecasting optical turbulence in the Earth's atmosphere has been an ambitious challenge for the astronomical scientific community for several decades. While earlier research prima…

astro-ph.IM2024★ 8 cited

Transformer neural networks for closed-loop adaptive optics using non-modulated pyramid wavefront sensors

Camilo Weinberger, Jorge Tapia, Benoit Neichel +1

The Pyramid Wavefront Sensor (PyWFS) is highly nonlinear and requires the use of beam modulation to successfully close an AO loop under varying atmospheric turbulence conditions, a…