258 citations · 1.3k across the 30 of their papers we have counts for
32 papers
Pinpoint resource allocation for GPU batch applications
Tim Voigtländer, Manuel Giffels, Günter Quast +2
With the increasing usage of Machine Learning (ML) in High energy physics (HEP), there is a variety of new analyses with a large spread in compute resource requirements, especially…
The International Axion Observatory (IAXO): case, status and plans. Input to the European Strategy for Particle Physics
A. Arcusa, S. Ahyoune, K. Altenmuller +120
The International Axion Observatory (IAXO) is a next-generation axion helioscope designed to search for solar axions with unprecedented sensitivity. IAXO holds a unique position in…
An accurate solar axions ray-tracing response of BabyIAXO
S. Ahyoune, K. Altenmueller, I. Antolin +124
BabyIAXO is the intermediate stage of the International Axion Observatory (IAXO) to be hosted at DESY. Its primary goal is the detection of solar axions following the axion heliosc…
A case study of sending graph neural networks back to the test bench for applications in high-energy particle physics
Emanuel Pfeffer, Michael Waßmer, Yee-Ying Cung +2
In high-energy particle collisions, the primary collision products usually decay further resulting in tree-like, hierarchical structures with a priori unknown multiplicity. At the…
Optimal statistical inference in the presence of systematic uncertainties using neural network optimization based on binned Poisson likelihoods with nuisance parameters
Stefan Wunsch, Simon Jörger, Roger Wolf +1
Data analysis in science, e.g., high-energy particle physics, is often subject to an intractable likelihood if the observables and observations span a high-dimensional input space.…
Reducing the dependence of the neural network function to systematic uncertainties in the input space
Stefan Wunsch, Simon Jörger, Roger Wolf +1
Applications of neural networks to data analyses in natural sciences are complicated by the fact that many inputs are subject to systematic uncertainties. To control the dependence…
Identifying the relevant dependencies of the neural network response on characteristics of the input space
Stefan Wunsch, Raphael Friese, Roger Wolf +1
The relation between the input and output spaces of neural networks (NNs) is investigated to identify those characteristics of the input space that have a large influence on the ou…
Proceedings of the workshop: HERA and the LHC workshop series on the implications of HERA for LHC physics
H. Jung, A. De Roeck, Z. J. Ajaltouni +265
2nd workshop on the implications of HERA for LHC physics. Working groups: Parton Density Functions Multi-jet final states and energy flows Heavy quarks (charm and beauty) Diffracti…
Measurement of Isolated Photon Production in Deep-Inelastic Scattering at HERA
H1 Collaboration
The production of isolated photons in deep-inelastic scattering is measured with the H1 detector at HERA. The measurement is performed in the kinematic range of negati…
Three- and Four-jet Production at Low x at HERA
H1-Collaboration
Three- and four-jet production is measured in deep-inelastic scattering at low and with the H1 detector using an integrated luminosity of . Sev…
Measurement of Deeply Virtual Compton Scattering and its t-dependence at HERA
H1 Collaboration
A measurement of elastic deeply virtual Compton scattering gamma* p -> gamma p using e-p collision data recorded with the H1 detector at HERA is presented. The analysed data sample…
Measurement of Inclusive Jet Production in Deep-Inelastic Scattering at High Q^2 and Determination of the Strong Coupling
H1 Collaboration
Inclusive jet production is studied in neutral current deep-inelastic positron-proton scattering at large four momentum transfer squared Q^2>150 GeV^2 with the H1 detector at HERA.…
Charged Particle Production in High Q2 Deep-Inelastic Scattering at HERA
H1 Collaboration
The average charged track multiplicity and the normalised distribution of the scaled momentum, $\xp$, of charged final state hadrons are measured in deep-inelastic $\ep$ scattering…
Search for Baryonic Resonances Decaying to Xi pi in Deep-Inelastic Scattering at HERA
H1 Collaboration
A search for narrow baryonic resonances decaying into Xi- pi- or Xi- pi+ and their antiparticles is carried out with the H1 detector using deep inelastic scattering events at HERA…
Tests of QCD Factorisation in the Diffractive Production of Dijets in Deep-Inelastic Scattering and Photoproduction at HERA
H1 Collaboration
Measurements are presented of differential dijet cross sections in diffractive photoproduction (Q^2<0.01 GeV^2) and deep-inelastic scattering processes (DIS, 4<Q^2<80 GeV^2). The e…
Search for Lepton Flavour Violation in ep Collisions at HERA
H1 Collaboration
A search for the lepton flavour violating processes ep->mu X and ep -> tau X is performed with the H1 experiment at HERA. Final states with a muon or tau and a hadronic jet are sea…
Production of D* Mesons with Dijets in Deep-Inelastic Scattering at HERA
H1 Collaboration
Inclusive D* production is measured in deep-inelastic ep scattering at HERA with the H1 detector. In addition, the production of dijets in events with a D* meson is investigated. T…
Diffractive Open Charm Production in Deep-Inelastic Scattering and Photoproduction at HERA
H1 Collaboration
Measurements are presented of diffractive open charm production at HERA. The event topology is given by ep -> eX Y where the system X contains at least one charmed hadron and is we…
Inclusive D* Meson Cross Sections and D* Jet Correlations in Photoproduction at HERA
H1 Collaboration
Differential photoproduction cross sections are measured for events containing D* mesons. The data were taken with the H1 detector at the ep collider HERA and correspond to an inte…
Measurement and QCD Analysis of the Diffractive Deep-Inelastic Scattering Cross Section at HERA
H1 Collaboration
A detailed analysis is presented of the diffractive deep-inelastic scattering process , where is a proton or a low mass proton excitation carrying a fraction $1 - \x…
Diffractive Deep-Inelastic Scattering with a Leading Proton at HERA
H1 Collaboration
The cross section for the diffractive deep-inelastic scattering process is measured, with the leading final state proton detected in the H1 Forward Proton Spectromet…
Measurement of Charm and Beauty Dijet Cross Sections in Photoproduction at HERA using the H1 Vertex Detector
H1 Collaboration
A measurement of charm and beauty dijet photoproduction cross sections at the ep collider HERA is presented. Events are selected with two or more jets of transverse momentum $p_t^{…
Search for a Narrow Baryonic Resonance Decaying to or in Deep Inelastic Scattering at HERA
H1 Collaboration
A search for a narrow baryonic resonance decaying to or is carried out in deep inelastic ep scattering with the H1 detector at HERA. Such a resonance could…
Search for Doubly-Charged Higgs Boson Production at HERA
H1 Collaboration
A search for the single production of doubly-charged Higgs bosons H^{\pm \pm} in ep collisions is presented. The signal is searched for via the Higgs decays into a high mass pair o…