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Uncertainty Quantification with Bayesian Higher Order ReLU KANs
James Giroux, Cristiano Fanelli
We introduce the first method of uncertainty quantification in the domain of Kolmogorov-Arnold Networks, specifically focusing on (Higher Order) ReLUKANs to enhance computational e…
Deep(er) Reconstruction of Imaging Cherenkov Detectors with Swin Transformers and Normalizing Flow Models
Cristiano Fanelli, James Giroux, Justin Stevens
Imaging Cherenkov detectors are crucial for particle identification (PID) in nuclear and particle physics experiments. Fast reconstruction algorithms are essential for near real-ti…
Unmasking Social Bots: How Confident Are We?
James Giroux, Ariyarathne Gangani, Alexander C. Nwala +1
Social bots remain a major vector for spreading disinformation on social media and a menace to the public. Despite the progress made in developing multiple sophisticated social bot…
Physics Event Classification Using Large Language Models
Cristiano Fanelli, James Giroux, Patrick Moran +3
The 2023 AI4EIC hackathon was the culmination of the third annual AI4EIC workshop at The Catholic University of America. This workshop brought together researchers from physics, da…