586 citations
- Los Alamos National LaboratoryUS123 papers
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14 papers · 1 filter
Autonomous Extraction of Millimeter-scale Deformation in InSAR Time Series Using Deep Learning
Bertrand Rouet-Leduc, Romain Jolivet, Manon Dalaison +2
Systematic characterization of slip behaviours on active faults is key to unraveling the physics of tectonic faulting and the interplay between slow and fast earthquakes. Interfero…
Measurement of the Atmospheric Muon Rate with the MicroBooNE Liquid Argon TPC
MicroBooNE collaboration, C. Adams, M. Alrashed +187
MicroBooNE is a near-surface liquid argon (LAr) time projection chamber (TPC) located at Fermilab. We measure the characterisation of muons originating from cosmic interactions in…
New searches at the reactor experiments based on the dark axion portal
Patrick deNiverville, Hye-Sung Lee, Young-Min Lee
A nuclear reactor is a powerful tool to study neutrinos and light dark sector particles. Some of the reactor experiments have proven to be extremely useful already. Considering the…
Neutrino Event Selection in the MicroBooNE Liquid Argon Time Projection Chamber using Wire-Cell 3-D Imaging, Clustering, and Charge-Light Matching
MicroBooNE collaboration, P. Abratenko, M. Alrashed +182
An accurate and efficient event reconstruction is required to realize the full scientific capability of liquid argon time projection chambers (LArTPCs). The current and future neut…
Fermi-type particle acceleration from magnetic reconnection at the termination shock of a relativistic striped wind
Yingchao Lu, Fan Guo, Patrick Kilian +3
An oblique-rotating pulsar generates a relativistic striped wind in a pulsar wind nebula (PWN). The termination shock of the PWN compresses the Poynting-flux-dominated flow and dri…
A machine learning approach for efficient multi-dimensional integration
Boram Yoon
We propose a novel multi-dimensional integration algorithm using a machine learning (ML) technique. After training a ML regression model to mimic a target integrand, the regression…