P. Calafiura

Physics and Astronomy · Physical Sciences

147h-index115.3kcitations1.9kworks3.82yr avg
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Research Topics

Particle physics theoretical and experimental studies(1774), High-Energy Particle Collisions Research(1390), Particle Detector Development and Performance(796), Quantum Chromodynamics and Particle Interactions(677), Dark Matter and Cosmic Phenomena(251)

Publications222 total

Fair Universe Higgs Uncertainty Challenge
ArXiv.org·2025Open Access
Uncertainty Quantification and Propagation for ACORN, a geometric deep learning tracking pipeline for HEP experiments
ArXiv.org·2025Open Access
Physics and Computing Performance of the EggNet Tracking Pipeline
arXiv (Cornell University)·2025Open Access
Scaling Graph Neural Networks for Particle Track Reconstruction
arXiv (Cornell University)·2025Open Access
AthenaTriton: A tool for running machine learning inference as a service in Athena
EPJ Web of Conferences·2025Open Access
The Future of Scheduling in Athena on HPCs
EPJ Web of Conferences·2025Open Access
FAIR Universe 2024: Higgs ML Uncertainty Challenge
EPJ Web of Conferences·2025Open Access
Physics and Computing Performance of the EggNet Tracking Pipeline
EPJ Web of Conferences·2025Open Access
FAIR Universe HiggsML Uncertainty Dataset and Competition
arXiv (Cornell University)·2024Open Access
EggNet: An Evolving Graph-based Graph Attention Network for Particle Track Reconstruction
arXiv (Cornell University)·2024· 1 citedOpen Access
Graph Neural Network-based Tracking as a Service
arXiv (Cornell University)·2024· 1 citedOpen Access
A Language Model for Particle Tracking
arXiv (Cornell University)·2024· 1 citedOpen Access
Physics Performance of the ATLAS GNN4ITk Track Reconstruction Chain
EPJ Web of Conferences·2024· 8 citedOpen Access
Towards a distributed heterogeneous task scheduler for the ATLAS offline software framework
EPJ Web of Conferences·2024· 1 citedOpen Access
Evaluating Portable Parallelization Strategies for Heterogeneous Architectures in High Energy Physics
arXiv (Cornell University)·2023· 1 citedOpen Access
CTD2022: ATLAS ITk Track Reconstruction with a GNN-based Pipeline
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
CTD2022: ATLAS ITk Track Reconstruction with a GNN-based Pipeline
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
CTD2022: ATLAS ITk Track Reconstruction with a GNN-based Pipeline
2023· 3 citedOpen Access
Hierarchical Graph Neural Networks for Particle Track Reconstruction
arXiv (Cornell University)·2023· 4 citedOpen Access
The Tracking Machine Learning Challenge: Throughput Phase
Computing and Software for Big Science·2023· 24 citedOpen Access
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Frequent Co-authors

A. Cerri(44), S. Belforte(36), K. Bloom(36), K. Anikeev(34), P. Azzi(34), F. Bedeschi(34), J. Bellinger(34), G. Busetto(34), D. Cauz(34), A. Clark(34), F. Azfar(33), M. Barone(33), G. Bellettini(33), A. Bhatti(33), M. Binkley(33), B. Blumenfeld(33), A. Bodek(33), G. Chiarelli(33), C. I. Ciobanu(33), A. A. Affolder(32)