New #openaccess publication #SciPost #Physics
Iterative HOMER with uncertainties
Anja Butter, Ayodele Ore, Sofia Palacios Schweitzer, Tilman Plehn, Benoît Assi, Christian Bierlich, Philip Ilten, Tony Menzo, Stephen Mrenna, Manuel Szewc, Michael K. Wilkinson, Ahmed Youssef, Jure Zupan
SciPost Phys. 20, 042 (2026)
https://scipost.org/SciPostPhys.20.2.042
#ParisCité #CNRS @sorbonne_univ_ #LPNHE @uniheidelberg #UC #LundUniversity #Fermilab #UNSAM #ICAS
New #openaccess publication #SciPost #Physics
Extrapolating jet radiation with autoregressive transformers
Anja Butter, François Charton, Javier Mariño Villadamigo, Ayodele Ore, Tilman Plehn, Jonas Spinner
SciPost Phys. 20, 004 (2026)
https://scipost.org/SciPostPhys.20.1.004
New #openaccess publication #SciPost #Physics
Simplified template cross sections – Stage 1.1 and 1.2
Nicolas Berger et al.
SciPost Phys. Comm. Rep. 15 (2026)
https://scipost.org/SciPostPhysCommRep.15
#LAPP #CAS #CERN #UH #SUNY #INFNPisa #UniPi #NEU #DESY #CSIC #UV #ImperialCollegeLondon #USTC #CNRS @sorbonne_univ_ #LPNHE #PRES @UniversityofAmsterdam #INFN #UniFI #JHU
New #openaccess publication #SciPost #Physics
Generative unfolding with distribution mapping
Anja Butter, Sascha Diefenbacher, Nathan Huetsch, Vinicius Mikuni, Benjamin Nachman, Sofia Palacios Schweitzer, Tilman Plehn
SciPost Phys. 18, 200 (2025)
https://scipost.org/SciPostPhys.18.6.200
#PRES #CNRS @sorbonne_univ_ @uniheidelberg #LPNHE #LBNL #UCBL
#NERSC
New #openaccess publication #SciPost #Physics Core
Jet diffusion versus JetGPT – Modern networks for the LHC
Anja Butter, Nathan Huetsch, Sofia Palacios Schweitzer, Tilman Plehn, Peter Sorrenson, Jonas Spinner
SciPost Phys. Core 8, 026 (2025)
https://scipost.org/SciPostPhysCore.8.1.026
@uniheidelberg #CNRS @sorbonne_univ_ #IN2P3 #ParisCité #LPNHE
New #openaccess publication #SciPost #Physics
The landscape of unfolding with machine learning
Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov, Sascha Diefenbacher, Vinicius Mikuni, Theo Heimel, Michael Fenton, Kevin Greif, Benjamin Nachman, Daniel Whiteson, Anja Butter, Tilman Plehn
SciPost Phys. 18, 070 (2025)
https://scipost.org/SciPostPhys.18.2.070
@uniheidelberg #UCI #LBNL #UCBL @sorbonne_univ_ #CNRS #ParisCité #LPNHE
#NERSC
New #openaccess publication #SciPost #Physics
Precision-machine learning for the matrix element method
Theo Heimel, Nathan Huetsch, Ramon Winterhalder, Tilman Plehn, Anja Butter
SciPost Phys. 17, 129 (2024)
https://scipost.org/SciPostPhys.17.5.129
@uniheidelberg #UCL @sorbonne_univ_ #CNRS #IN2P3 #ParisUniversity #LPNHE
SciPost Physics
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