Rapid event extraction and tensorial event adaption

Abstract We present and , C++17 libraries for efficient management of parton-level hard scattering event information and completely generic reweighting of such events, respectively. is primarily an interfacing and I/O library for Les Houches Event format files and provides an internal event format designed with data parallelism in mind, and extends this format to provide full parton-level reweighting functionality with minimal code needing to be written by the end user. These libraries serve as the foundation for the MadtRex reweighting module for MadGraph5_aMC@NLO , extending the functionality of the plugin to allow for data-parallel model-generic leading order parameter reweighting with on-CPU hardware acceleration and GPU offloading, speeding up reweighting by more than two orders of magnitude compared to MadGraph5_aMC@NLO running on the exact same hardware while providing trivial scalability to larger and distributed systems.

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Publication Details

Journal
The European Physical Journal C
Published
2025-12-21
DOI
https://doi.org/10.1140/epjc/s10052-025-15108-7
Primary Topic
Particle physics theoretical and experimental studies
Type
article
Field-Weighted Citation Impact
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article

Rapid event extraction and tensorial event adaption

S. H. Robertson, Zenny Wettersten, S. Roiser
The European Physical Journal C
Particle physics theoretical and experimental studies
article

Rapid event extraction and tensorial event adaption

S. H. Robertson, Zenny Wettersten, S. Roiser
article en

Abstract

Abstract We present and , C++17 libraries for efficient management of parton-level hard scattering event information and completely generic reweighting of such events, respectively. is primarily an interfacing and I/O library for Les Houches Event format files and provides an internal event format designed with data parallelism in mind, and extends this format to provide full parton-level reweighting functionality with minimal code needing to be written by the end user. These libraries serve as the foundation for the MadtRex reweighting module for MadGraph5_aMC@NLO , extending the functionality of the plugin to allow for data-parallel model-generic leading order parameter reweighting with on-CPU hardware acceleration and GPU offloading, speeding up reweighting by more than two orders of magnitude compared to MadGraph5_aMC@NLO running on the exact same hardware while providing trivial scalability to larger and distributed systems.

The European Physical Journal CVol. 85(12)
Forschungs- und Beratungsstelle Arbeitswelt (AT), European Organization for Nuclear Research (CH)
Openalex Percentile: Top 81%
Particle physics theoretical and experimental studies
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Rapid event extraction and tensorial event adaption — S. H. Robertson, Zenny Wettersten, et al. · The European Physical Journal C (2025) | TGRS Research Map | TGRS