6 papers
Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision
Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi +457
Experimental particle physics seeks to understand the universe by probing its fundamental particles and forces and exploring how they govern the large-scale processes that shape co…
Recommendations for Best Practices for Data Preservation and Open Science in HEP
Simone Campana, Irakli Chakaberia, Gang Chen +33
These recommendations are the result of reflections by scientists and experts who are, or have been, involved in the preservation of high-energy physics data. The work has been don…
Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks
Haoyang Li, Marko Stamenkovic, Alexander Shmakov +12
The production of multiple Higgs bosons at the CERN LHC provides a direct way to measure the trilinear and quartic Higgs self-interaction strengths as well as potential access to b…
Data Movement Manager (DMM) for the SENSE-Rucio Interoperation Prototype
Aashay Arora, Diego Davila, Jonathan Guiang +5
The Data Movement Manager (DMM) is a prototype interface that connects CERN's data management software, Rucio, with the Sofware-Defined Networking (SDN) service SENSE by ESNet. It…
Benchmarking XRootD-HTTPS on 400Gbps Links with Variable Latencies
Aashay Arora, Diego Davila, Frank Würthwein +7
In anticipation of the High Luminosity-LHC era, there is a critical need to oversee software readiness for upcoming growth in network traffic for production and user data analysis…
Framework for Integrating Machine Learning Methods for Path-Aware Source Routing
Anees Al-Najjar, Domingos Paraiso, Mariam Kiran +5
Since the advent of software-defined networking (SDN), Traffic Engineering (TE) has been highlighted as one of the key applications that can be achieved through software-controlled…