5 papers
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…
Probabilistic modeling of Cherenkov emission from particle showers
Ian Crawshaw, Tianlu Yuan, Emre Yildizci +2
Subatomic particles can interact with target nuclei in matter or decay in flight, and an individual high-energy particle can induce a particle shower composed of numerous, lower-en…
Measurement of All Flavor PeV Neutrino Flux using Combined Datasets from IceCube
Emre Yildizci, Zoë Rechav, Lu Lu
Recently, the IceCube Neutrino Observatory has reported a deviation from the single power law in the extragalactic diffuse neutrino flux. A neural network-based event selection of…
Characterizing the Astrophysical Neutrino Flux Using Contained and Uncontained Cascade Events
Zoë Rechav, Emre Yildizci, Lu Lu
Recently, the IceCube Neutrino Observatory has reported a deviation from the single power law in the extragalactic diffuse neutrino flux. A neural network-based event selection of…
Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks
Maxwell Nakos, Aske Rosted, Lu Lu
KM3NeT has recently reported the detection of a very high-energy neutrino event, while IceCube has previously set upper limits on the differential neutrino flux above 100 PeV but h…