Julián García Pardiñas

According to our database, Julián García Pardiñas authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF.

Sascha Caron, Andreas Ipp, Gert Aarts, Gábor Bíró, Daniele Bonacorsi, Elena Cuoco, Caterina Doglioni, Tommaso Dorigo, Julián García Pardiñas, Stefano Giagu, Tobias Golling, Lukas Heinrich, Ik Siong Heng, Paula Gina Isar, Karolos Potamianos, Liliana Teodorescu, John Veitch, Pietro Vischia, Christoph Weniger

CoRR, March, 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

DINAMO: Dynamic and INterpretable anomaly MOnitoring for large-scale particle physics experiments.

Arsenii Gavrikov, Julián García Pardiñas, Alberto Garfagnini

Mach. Learn. Sci. Technol., 2025

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