205 citations · 1.1k across the 35 of their papers we have counts for
3 papers · 1 filter
A novel event generator for the automated simulation of neutrino scattering
Joshua Isaacson, Stefan Höche, Diego Lopez Gutierrez +1
An event generation framework is presented that enables the automatic simulation of events for next-generation neutrino experiments in the Standard Model or extensions thereof. The…
Classifying Anomalies THrough Outer Density Estimation (CATHODE)
Anna Hallin, Joshua Isaacson, Gregor Kasieczka +6
We propose a new model-agnostic search strategy for physics beyond the standard model (BSM) at the LHC, based on a novel application of neural density estimation to anomaly detecti…
Many-gluon tree amplitudes on modern GPUs: A case study for novel event generators
Enrico Bothmann, Walter Giele, Stefan Hoeche +2
The compute efficiency of Monte-Carlo event generators for the Large Hadron Collider is expected to become a major bottleneck for simulations in the high-luminosity phase. Aiming a…