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20192026
most citedApplications and Techniques for Fast Machine Learning in Science

77 citations · 218 across the 23 of their papers we have counts for

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10 papers · 1 filter

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-ex2026

Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision

Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi +457

Experimental particle physics seeks to understand the universe by probing its fundamental particles and forces and exploring how they govern the large-scale processes that shape co…

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-ex2025★ 1 cited

Sensitivity of an Early Dark Matter Search using the Electromagnetic Calorimeter as a Target for the Light Dark Matter eXperiment

LDMX Collaboration, Torsten Åkesson, Elizabeth Berzin +53

The Light Dark Matter eXperiment (LDMX) is proposed to employ a thin tungsten target and a multi-GeV electron beam to carry out a missing momentum search for the production of dark…

hep-ex2024

ACE Science Workshop Report

Stefania Gori, Nhan Tran, Karri DiPetrillo +20

We summarize the Fermilab Accelerator Complex Evolution (ACE) Science Workshop, held on June 14-15, 2023. The workshop presented the strategy for the ACE program in two phases: ACE…

hep-ex2023

Photon-rejection Power of the Light Dark Matter eXperiment in an 8 GeV Beam

Torsten Åkesson, Cameron Bravo, Liam Brennan +44

The Light Dark Matter eXperiment (LDMX) is an electron-beam fixed-target experiment designed to achieve comprehensive model independent sensitivity to dark matter particles in the…

hep-ex2023★ 8 cited

Differentiable Earth Mover's Distance for Data Compression at the High-Luminosity LHC

Rohan Shenoy, Javier Duarte, Christian Herwig +5

The Earth mover's distance (EMD) is a useful metric for image recognition and classification, but its usual implementations are not differentiable or too slow to be used as a loss…

hep-ex2022★ 1 cited

Snowmass Early Career

Garvita Agarwal, Joshua L. Barrow, Mateus F. Carneiro +16

The Snowmass 2021 strategic planning process provided an essential opportunity for the United States high energy physics and astroparticle (HEPA) community to come together and dis…

hep-ex2022★ 14 cited

Current Status and Future Prospects for the Light Dark Matter eXperiment

Torsten Åkesson, Nikita Blinov, Lukas Brand-Baugher +45

The constituents of dark matter are still unknown, and the viable possibilities span a vast range of masses. The physics community has established searching for sub-GeV dark matter…

hep-ex2019★ 13 cited

Extracting the Top-Quark Width from Non-Resonant Production

Christian Herwig, Tomáš Ježo, Benjamin Nachman

In the context of the Standard Model (SM) of particle physics, the relationship between the top-quark mass and width () has been precisely calculated. However, the uncertainty…