output
19982026
most citedMachine Learning in Nuclear Physics

255 citations

Showing 2019Show all

8 papers · 1 filter

hep-ex2019★ 51 cited

Search for heavy neutral leptons decaying into muon-pion pairs in the MicroBooNE detector

P. Abratenko, M. Alrashed, R. An +181

We present upper limits on the production of heavy neutral leptons (HNLs) decaying to pairs using data collected with the MicroBooNE liquid-argon time projection chamber (TPC)…

cs.LG2019★ 20 cited

G2SAT: Learning to Generate SAT Formulas

Jiaxuan You, Haoze Wu, Clark Barrett +2

The Boolean Satisfiability (SAT) problem is the canonical NP-complete problem and is fundamental to computer science, with a wide array of applications in planning, verification, a…

physics.ins-det2019★ 63 cited

A Method to Determine the Electric Field of Liquid Argon Time Projection Chambers Using a UV Laser System and its Application in MicroBooNE

MicroBooNE collaboration, C. Adams, M. Alrashed +187

Liquid argon time projection chambers (LArTPCs) are now a standard detector technology for making accelerator neutrino measurements, due to their high material density, precise tra…

hep-ex2019★ 35 cited

Reconstruction and Measurement of (100) MeV Energy Electromagnetic Activity from Decays in the MicroBooNE LArTPC

MicroBooNE collaboration, C. Adams, M. Alrashed +186

We present results on the reconstruction of electromagnetic (EM) activity from photons produced in charged current interactions with final state s. We employ a fully-aut…

astro-ph.GA2019★ 13 cited

A Survey of Magnetic Field Strengths in the Envelopes of Molecular Clouds via the 18 cm OH Zeeman Effect

K. L. Thompson, T. H. Troland, C. Heiles

We present the results of an extensive Arecibo observational survey of magnetic field strengths in the inter-core regions of molecular clouds to determine their role in the evoluti…

physics.ins-det2019★ 74 cited

Calibration of the charge and energy loss per unit length of the MicroBooNE liquid argon time projection chamber using muons and protons

MicroBooNE collaboration, C. Adams, M. Alrashed +186

We describe a method used to calibrate the position- and time-dependent response of the MicroBooNE liquid argon time projection chamber anode wires to ionization particle energy lo…