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Author

A. Cabras

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Review Aug 2026

Generative AI: strategies and use cases for astronomy

Generative AI (GenAI) promises a disruptive impact across multiple research and operational activities, including the domain of astrophysics and the development of astronomical instrumentation. This rapidly evolving tech nology requires a cross-disciplinary, systemic approach to ensure effective integration into astron...

G. Capasso, C. Arcidiacono, Marco Baldini et al. · 0 citations
Open access Jul 2026

Deep Learning for Space Debris Tracking: One-Step Tracklet Filtering with a Hybrid GRU-CNN Architecture

A hybrid deep learning framework for learned one-step tracklet filtering of radar measurements that achieves lower filtering error and improved robustness under severe non-Gaussian disturbances, compared with EKF- and UKF-based analytical baselines.

A. Cabras, Niccolò Pilloni, Victor Mustieles-Pérez et al. · 0 citations

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