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Deep learning optimal molecular scintillators for dark matter direct detection

Cameron Cook1,*, Carlos Blanco2,3,†, and Juri Smirnov1,‡

  • *Contact author: sgccook2@liverpool.ac.uk
  • †Contact author: carlosblanco2718@princeton.edu
  • ‡Contact author: juri.smirnov@liverpool.ac.uk

First High-Throughput Evaluation of Dark Matter Detector Materials

Sinéad M. Griffin, Yonit Hochberg, Benjamin V. Lehmann, Rotem Ovadia, Kristin A. Persson, Bethany A. Suter, Ruo Xi Yang, and Wayne Zhao

Phys. Rev. Lett. 136 191801 (2026)

Sub-GeV dark matter detection with dark rates in liquid scintillators

Lillian Santos-Olmsted, Rebecca K. Leane, Carlos Blanco, and John F. Beacom

Phys. Rev. D 113 103007 (2026)

Sub-GeV Dark Matter Direct Detection with Neutrino Observatories

Rebecca K. Leane and John F. Beacom

Phys. Rev. Lett. 135 191003 (2025)

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