-
Article
Open AccessConstructing model-agnostic likelihoods, a method for the reinterpretation of particle physics results
Experimental High Energy Physics has entered an era of precision measurements. However, measurements of many of the accessible processes assume that the final states’ underlying kinematic distribution is the s...
-
Article
Open AccessPotential of the Julia Programming Language for High Energy Physics Computing
Research in high energy physics (HEP) requires huge amounts of computing and storage, putting strong constraints on the code speed and resource usage. To meet these requirements, a compiled high-performance la...
-
Article
Open AccessFAIR for AI: An interdisciplinary and international community building perspective
A foundational set of findable, accessible, interoperable, and reusable (FAIR) principles were proposed in 2016 as prerequisites for proper data management and stewardship, with the goal of enabling the reusab...
-
Article
Open AccessReconstructing particles in jets using set transformer and hypergraph prediction networks
The task of reconstructing particles from low-level detector response data to predict the set of final state particles in collision events represents a set-to-set prediction task requiring the use of multiple ...
-
Article
Open AccessSurvey of Open Data Concepts Within Fundamental Physics: An Initiative of the PUNCH4NFDI Consortium
PUNCH4NFDI (Particles, Universe, NuClei and Hadrons for the NFDI) aims at develo** concepts and tools for the efficient management of digital research products in fundamental physics research. At the heart o...
-
Article
Open AccessSoftware Training in HEP
The long-term sustainability of the high-energy physics (HEP) research software ecosystem is essential to the field. With new facilities and upgrades coming online throughout the 2020s, this will only become i...
-
Chapter
Micro Forming Processes
The projects of this chapter describe micro forming processes that are studied as single processes but can also be combined as process chains.
-
Article
Open AccessConstraining A4 leptonic flavour model parameters at colliders and beyond
The observed pattern of mixing in the neutrino sector may be explained by the presence of a non-Abelian, discrete flavour symmetry broken into residual subgroups at low energies. Many flavour models require th...
-
Article
Open AccessA Roadmap for HEP Software and Computing R&D for the 2020s
Particle physics has an ambitious and broad experimental programme for the coming decades. This programme requires large investments in detector hardware, either to build new facilities and experiments, or to ...
-
Article
Publisher Correction: Open is not enough
In the version of this Perspective originally published, one of the authors’ names was incorrectly given as Kati Lassili-Perini; it should have been Kati Lassila-Perini. This has been corrected in all versions...
-
Article
Open AccessOpen is not enough
The solutions adopted by the high-energy physics community to foster reproducible research are examples of best practices that could be embraced more widely. This first experience suggests that reproducibility...
