activity
20222026
most citedReconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks

3 citations · 4 across the 4 of their papers we have counts for

collaborators

5 papers

hep-ex2026

Expected Sensitivity of the Light Dark Matter eXperiment to Long-Lived Dark Photons and Axion-Like Particles

Torsten Akesson, Clay Barton, Charles Bell +53

The Light Dark Matter eXperiment (LDMX) is an electron-beam fixed-target experiment primarily designed to achieve world-leading, model-independent sensitivity to sub-GeV dark matte…

hep-ex2025

LDMX -- The Light Dark Matter eXperiment

Torsten Akesson, Layan Alsaraya, Stephen Appert +116

The Light Dark Matter eXperiment (LDMX) is an electron fixed-target experiment optimized to search for sub-GeV dark matter production through the missing momentum signature. LDMX i…

hep-ph2024★ 3 cited

Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks

Haoyang Li, Marko Stamenkovic, Alexander Shmakov +12

The production of multiple Higgs bosons at the CERN LHC provides a direct way to measure the trilinear and quartic Higgs self-interaction strengths as well as potential access to b…

hep-ph2024★ 1 cited

Accelerating Resonance Searches via Signature-Oriented Pre-training

Congqiao Li, Antonios Agapitos, Jovin Drews +9

The search for heavy resonances beyond the Standard Model (BSM) is a key objective at the LHC. While the recent use of advanced deep neural networks for boosted-jet tagging signifi…

hep-ph2022

Improving Di-Higgs Sensitivity at Future Colliders in Hadronic Final States with Machine Learning

Artur Apresyan, Daniel Diaz, Javier Duarte +8

One of the central goals of the physics program at the future colliders is to elucidate the origin of electroweak symmetry breaking, including precision measurements of the Higgs s…