430 citations
- Centre National de la Recherche ScientifiqueFR36 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR33 papers
- National Institute for Subatomic PhysicsNL33 papers
- Radboud University NijmegenNL33 papers
- University of SiegenDE33 papers
- Charles UniversityCZ32 papers
- Consejo Nacional de Investigaciones Científicas y TécnicasAR32 papers
- FZU ‒ Institute of Physics of the Academy of Sciences of the Czech RepublicCZ32 papers
- Institute of Nuclear Physics, Polish Academy of SciencesPL32 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di LecceIT32 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di MilanoIT32 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di NapoliIT32 papers
53 papers
Deep Learning Analysis of Ions Accelerated at Shocks
Paxson Swierc, Damiano Caprioli, Luca Orusa +1
We study the application of deep learning techniques to the analysis and classification of ions accelerated at collisionless shocks in hybrid (kinetic ions--fluid electrons) simula…
Effective Microstructure
Iosif Bena, Raphaël Dulac, Emil J. Martinec +3
In AdS/CFT duality, there are large families of smooth, horizonless microstate geometries that correspond to heavy pure states of the dual CFT. The metric and fluxes are co…
The Scintillator Surface Detector of the Pierre Auger Observatory
The Pierre Auger Collaboration
Data collected so far by the Pierre Auger Observatory have enabled major advances in ultra-high energy cosmic ray physics and demonstrated that improved determination of masses of…
Plasma Instabilities Dominate Radioactive Transients Magnetic Fields: The self-confinement of leptons in Type Ia and Core-Collapse Supernovae, and Kilonovae
Dhvanil D. Desai, Colby C. Haggerty, Benjamin J. Shappee +8
The light curves of radioactive transients, such as supernovae and kilonovae, are powered by the decay of radioisotopes, which release high-energy leptons through and d…
Probing triple-gauge couplings in anomalous gauge theories at hadron and lepton colliders
Anibal D. Medina, Nicolás I. Mileo, Alejandro Szynkman +3
Gauge anomalous quantum field theories are inconsistent as full UV theories since they lead to the breaking of Lorentz invariance or Unitarity, as well as non-renormalizability. It…
An implementation of neural simulation-based inference for parameter estimation in ATLAS
ATLAS Collaboration
Neural simulation-based inference is a powerful class of machine-learning-based methods for statistical inference that naturally handles high-dimensional parameter estimation witho…