Publications

Nicolò Pinciroli, Juan Rafael Martinez-Galarza, Roberta Amato (2025). Extracting latent representations from X-ray spectra. Classification, regression, and accretion signatures of Chandra sources. submitted to Astronomy and Astrophysics.

Arianna Miraval Zanon, Filippo Ambrosino, Giulia Illiano, Alessandro Papitto, Gianluca Israel, Francesco Coti Zelati, Luigi Stella, Tiziana Di Salvo, Sergio Campana, Giampaolo Benevento, Nicolò Pinciroli, Maria Cristina Baglio, Paolo Casella, Paolo D’Avanzo, Domitilla de Martino, Matteo Imbrogno, Riccardo La Placa, Sara Elisa Motta (2025). An ultraviolet burst oscillation candidate from the low-mass X-ray binary EXO 0748–676. Astronomy and Astrophysics.

Nicolò Pinciroli, Roberta Amato, Matteo Imbrogno, Gianluca Israel, Andrea Belfiore, Konstantinos Kovlakas, Piero Fraternali, Mario Pasquato (2025). The hunt for new pulsating ultraluminous X-ray sources: A clustering approach. Astronomy and Astrophysics.

Riccardo Campi, Nicolò Pinciroli, Mathyas Giudici, Pablo Barrachina Rodriguez-Guisado, Marco Brambilla, Piero Fraternali (2025). A Graph-based RAG for Energy Efficiency Question Answering. International Conference on Web Engineering.

Nicolò Pinciroli, Piero Fraternali (2025). Multimodal multi-output ordinal regression for discovering gravitationally-lensed transients. Machine Learning: Science and Technology.

Riccardo Campi, Mathyas Giudici, Nicolò Pinciroli, Marco Brambilla, Piero Fraternali (2025). Enhancing Human-AI Collaboration through a Conversational Agent for Energy Efficiency. Proceedings of the AAAI Symposium Series.

Juan Rafael Martínez-Galarza, Nicolò Pinciroli, Shivam Raval, Carolina Cuesta-Lazaro, Melanie Weber, David Alvarez-Melis, Alberto Accomazzi, Cecilia Garraffo, Joshua Knutson, Ryan Thill, Christopher B Green, Imantha Ahangama (2025). Augmenting X-ray Astronomical Representations with Scientific Knowledge through Contrastive Learning. ICLR 2025 Re-Align Workshop.

Francesca Forbicini

Equal contribution

, Nicolò Pinciroli

Equal contribution

, Piero Fraternali (2025). Time series analysis in compressor-based machines: a survey. Neural Computing and Applications.

Fabio Pintore, Ciro Pinto, Guillermo Rodriguez-Castillo, Gianluca Israel, Nicolò Pinciroli, Sara Motta, Francesco Barra, Dominic J. Walton, Felix Fuerst, Peter Kosec, Chiara Salvaggio, Melania Del Santo, Anna Wolter, Matthew Middleton, Antonino D’Aì, Elena Ambrosi, Luciano Burderi, Matteo Imbrogno, Ruben Salvaterra, Alessandra Robba (2025). A new pulsating neutron star in the Ultraluminous X-ray source NGC 4559 X7?. Astronomy and Astrophysics.

Gianluca Israel, Roberta Amato, Matteo Imbrogno, Nicolò Pinciroli, on behalf of a larger team (2024). Beyond Accretion Limits: The Rise of Pulsating Gems. Astronomische Nachrichten.