Nicola Serra

According to our database, Nicola Serra authored at least 15 papers between 2003 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Joint Treatment Effect Estimation from Incomplete Healthcare Data: Temporal Causal Normalizing Flows with LLM-driven Evolutionary MNAR Imputation.

Olivia Jullian Parra, Sara Zoccheddu, David Catalan Cerezo, Tom Forzy, Franziska Ulrich, William Sutcliffe, Jakob Martin Burgstaller, Oliver Senn, Patrick Haworth Owen, Nicola Serra

CoRR, May, 2026

Large Language Models for Physics Instrument Design.

Sara Zoccheddu, Shah Rukh Qasim, Patrick Haworth Owen, Nicola Serra

CoRR, January, 2026

2025

Leveraging Reinforcement Learning, Genetic Algorithms and Transformers for background determination in particle physics.

Guillermo Hijano Mendizabal, Davide Lancierini, Alex Marshall, Andrea Mauri, Patrick Haworth Owen, Mitesh Patel, Konstantinos Petridis, Shah Rukh Qasim, Nicola Serra, William Sutcliffe, Hanae Tilquin

CoRR, September, 2025

Scalable multi-task learning for particle collision event reconstruction with heterogeneous graph neural networks.

William Sutcliffe, Marta Calvi, Simone Capelli, Jonas Eschle, Julián García Pardiñas, Abhijit Mathad, Azusa Uzuki, Nicola Serra

Mach. Learn. Sci. Technol., 2025

Human-in-the-loop reinforcement learning for data quality monitoring in particle physics experiments.

Olivia Jullian Parra, Julián García Pardiñas, Lorenzo Del Pianta Pérez, Maximilian Janisch, Suzanne Klaver, Thomas Lehéricy, Nicola Serra

Mach. Learn. Sci. Technol., 2025

2024

FunTuple: A New N-tuple Component for Offline Data Processing at the LHCb Experiment.

Abhijit Mathad, Martina Ferrillo, Sacha Barré, Patrick Koppenburg, Patrick Owen, Gerhard Raven, Eduardo Rodrigues, Nicola Serra

Comput. Softw. Big Sci., December, 2024

Results and Perspectives from the First Two Years of Neutrino Physics at the LHC by the SND@LHC Experiment.

Duccio Abbaneo, Shakeel Ahmad, Raffaele Albanese, Andrey Alexandrov, Fabio Alicante, Konstantin Androsov, Anna Anokhina, Takashi Asada, Chayanit Asawatangtrakuldee, Marco A. Ayala Torres, Carlo Battilana, Aurelio Bay, Alcide Bertocco, Christopher Betancourt, Daniel Bick, Riddhi Biswas, Alberto Blanco Castro, Vincenzo Boccia, Mariyan Bogomilov, Daniele Bonacorsi, Walter M. Bonivento, Paula Bordalo, Alexey Boyarsky, Salvatore Buontempo, Mario Campanelli, TizianoCamporesi, Vincenzo Canale, Andrea Castro, Daniele Centanni, Francesco Cerutti, Mikhail Chernyavskiy, Ki Young Choi, Serhii Cholak, Federico Cindolo, Matei Climescu, Andrew Conaboy, Gaetano Marco Dallavalle, Daniele Davino, Paul de Bryas, Giovanni De Lellis, Massimiliano de Magistris, Albert De Roeck, Alvaro De Rújula, Marilisa De Serio, Dario De Simone, Antonia Di Crescenzo, Donato Di Ferdinando, Roberto Donà, Onur Durhan, Fabrizio Fabbri, Filips Fedotovs, Martina Ferrillo, Massimiliano Ferro-Luzzi, Rosa Anna Fini, Antimo Fiorillo, Raffaele Fresa, Wolfgang Funk, Francisca M. Garay Walls, Artem Golovatiuk, Andrey Golutvin, Elena Graverini, Ali M. Guler, Vasilisa Guliaeva, Guido J. Haefeli, Caren Hagner, Juan C. Helo Herrera, Eric van Herwijnen, Paolo Iengo, Simona Ilieva, Angelo Infantino, Antonio Iuliano, Richard Jacobsson, Cagin Kamiscioglu, Anni M. Kauniskangas, Emil Khalikov, Sung Hyun Kim, Yeong Gyun Kim, Guennadii Klioutchnikov, Masahiro Komatsu, Nina Konovalova, Sergey Kuleshov, Lukasz Krzempek, Heiko M. Lacker, Oliver Lantwin, Federico Lasagni Manghi, Adele Lauria, Kang Young Lee, Kyong Sei Lee, Sergio Lo Meo, Vincenzo Paolo Loschiavo, Stefano Marcellini, Annarita Margiotta, Anna Mascellani, Filippo Mei, Andrea Miano, A. Mikulenko, Maria Cristina Montesi, Francesco Luigi Navarria, Waraporn Nuntiyakul, Satoru Ogawa, Natalia Okateva, Maksym Ovchynnikov, Giulia Paggi, Byungdo Park, Alessandra Pastore, Andrea Perrotta, Dmitriy Podgrudkov, Natalia Polukhina, Andrea Prota, Antonio Quercia, Sérgio Ramos, Anupama Reghunath, Tatiana Roganova, Federico Ronchetti, Tiziano Rovelli, Oleg Ruchayskiy, Thomas Ruf, Marta Sabate Gilarte, Zhakypbek Sadykov, Mikhail Samoilov, Valentino Scalera, Walter Schmidt-Parzefall, Olivier Schneider, Givi Sekhniaidze, Nicola Serra, Mikhail Shaposhnikov, Vladimir Shevchenko, Tatiana Shchedrina, Lesya Shchutska, Hiroshi Shibuya, Saverio Simone, Gian P. Siroli, Gabriele Sirri, Guilherme Soares, Jong Yoon Sohn, Orlando J. Soto Sandoval, Maurizio Spurio, Nikolai Starkov, Jan Steggemann, Inar Timiryasov, Valeri Tioukov, Francesco Tramontano, Carina Trippl, Eduard Ursov, Andrey Ustyuzhanin, Galina Vankova-Kirilova, Gerardo Vasquez, Vassil Verguilov, Nuno Viegas Guerreiro Leonardo, Cristovao Vilela, Ciro Visone, Rainer Wanke, Eda Yaman, Zhibin Yang, Ceren Yazici, Chun Sil Yoon, Ettore Zaffaroni, Jilberto Zamora-Saá

Symmetry, June, 2024

Physics Instrument Design with Reinforcement Learning.

Shah Rukh Qasim, Patrick Owen, Nicola Serra

CoRR, 2024

2023

GNN for Deep Full Event Interpretation and Hierarchical Reconstruction of Heavy-Hadron Decays in Proton-Proton Collisions.

Julián García Pardiñas, Marta Calvi, Jonas Eschle, Andrea Mauri, Simone Meloni, Martina Mozzanica, Nicola Serra

Comput. Softw. Big Sci., December, 2023

2020

zfit: Scalable pythonic fitting.

Jonas Eschle, Albert Navarro, Rafael Silva Coutinho, Nicola Serra

SoftwareX, 2020

2010

Advanced modelling of η-type silicon finFET devices for end-of-roadmap CMOS technology.

Nicola Serra

PhD thesis, 2010

2007

Power-Laws in a Large Object-Oriented Software System.

Giulio Concas, Michele Marchesi, Sandro Pinna, Nicola Serra

IEEE Trans. Software Eng., 2007

2004

XMI for XP Process Data Interchange.

Sandro Pinna, Nicola Serra

Proceedings of the Extreme Programming and Agile Processes in Software Engineering, 2004

2003

XPSwiki: An Agile Tool Supporting the Planning Game.

Sandro Pinna, Simone Mauri, Paolo Lorrai, Michele Marchesi, Nicola Serra

Proceedings of the Extreme Programming and Agile Processes in Software Engineering, 2003

Developing a Tool Supporting XP Process.

Sandro Pinna, Paolo Lorrai, Michele Marchesi, Nicola Serra

Proceedings of the Extreme Programming and Agile Methods, 2003