44 citations · 69 across the 12 of their papers we have counts for
13 papers
The road to , , and with a global neutrino-telescope network
Pavel Zhelnin, Gonzalo Herrera, Nicholas Kamp +1
The newly measured correlation between the neutrino and X-ray luminosities of Seyfert galaxies has yielded the first neutrino-based measurement of the Hubble constant. Building on…
A Differentiable Neural Surrogate for Photon Propagation in Neutrino Telescopes
Felix J. Yu, Berthy T. Feng, Nicholas Kamp +1
Large-volume neutrino telescopes infer neutrino properties from Cherenkov light, but simulating the transport of billions of photons through highly scattering ice or water is compu…
Measurement of the Hubble constant with high-energy neutrinos
Gonzalo Herrera, Nicholas Kamp, Carlos A. Argüelles
Measuring distances in the Universe is one of the hardest problems in physics and astronomy. Almost every distance probe relies on photons, whose propagation across cosmic distance…
Astrophysical Neutrino Sources as Colliders
Carlos A. Argüelles, P. S. Bhupal Dev, Bhaskar Dutta +6
High-energy neutrinos arise from processes at large center-of-mass energies, offering a window to test physics at comparable scales or beyond those accessible in collider experimen…
Machine Learning on Heterogeneous, Edge, and Quantum Hardware for Particle Physics (ML-HEQUPP)
Julia Gonski, Jennifer Ott, Jenni Ott +129
The next generation of particle physics experiments will face a new era of challenges in data acquisition, due to unprecedented data rates and volumes along with extreme environmen…
Reducing Simulation Dependence in Neutrino Telescopes with Masked Point Transformers
Felix J. Yu, Nicholas Kamp, Carlos A. Argüelles
Machine learning techniques in neutrino physics have traditionally relied on simulated data, which provides access to ground-truth labels. However, the accuracy of these simulation…
Lake- and Surface-Based Detectors for Forward Neutrino Physics
Nicholas W. Kamp, Carlos A. Argüelles, Albrecht Karle +2
We propose two medium-baseline, kiloton-scale neutrino experiments to study neutrinos from LHC proton-proton collisions: SINE, a surface-based scintillator panel detector observing…
Constraints and Sensitivities for Dipole-Portal Heavy Neutral Leptons from ND280 and its Upgrade
Ming-Shau Liu, Nicholas Kamp, Carlos A. Argüelles
We report new constraints and sensitivities to heavy neutral leptons (HNLs) with transition magnetic moments, also known as dipole-portal HNLs. This is accomplished using data from…
Learning Efficient Representations of Neutrino Telescope Events
Felix J. Yu, Nicholas Kamp, Carlos A. Argüelles
Neutrino telescopes detect rare interactions of particles produced in some of the most extreme environments in the Universe. This is accomplished by instrumenting a cubic-kilometer…
Enhancing Events in Neutrino Telescopes through Deep Learning-Driven Super-Resolution
Felix J. Yu, Nicholas Kamp, Carlos A. Argüelles
Recent discoveries by neutrino telescopes, such as the IceCube Neutrino Observatory, relied extensively on machine learning (ML) tools to infer physical quantities from the raw pho…
Implications of MicroBooNE's low sensitivity to electron antineutrino interactions in the search for the MiniBooNE excess
Nicholas W. Kamp, Matheus Hostert, Carlos A. Argüelles +2
The MicroBooNE experiment searched for an excess of electron-neutrinos in the Booster Neutrino Beam (BNB), providing direct constraints on -interpretations of the MiniBooNE lo…
Dipole-Coupled Neutrissimo Explanations of the MiniBooNE Excess Including Constraints from MINERvA Data
Nicholas W. Kamp, Matheus Hostert, Austin Schneider +5
We revisit models of heavy neutral leptons (neutrissimos) with transition magnetic moments as explanations of the excess of electron-like events at MiniBooNE. We perform a d…
Explaining the MiniBooNE Excess Through a Mixed Model of Oscillation and Decay
Stefano Vergani, Nicholas W. Kamp, Alejandro Diaz +4
The electron-like excess observed by the MiniBooNE experiment is explained with a model comprising a new low mass state ( eV) participating in neutrino oscillations…