Search Results for author: James Giroux

Found 3 papers, 2 papers with code

Physics Event Classification Using Large Language Models

1 code implementation5 Apr 2024 Cristiano Fanelli, James Giroux, Patrick Moran, Hemalata Nayak, Karthik Suresh, Eric Walter

The 2023 AI4EIC hackathon was the culmination of the third annual AI4EIC workshop at The Catholic University of America.

Chatbot Classification +2

ELUQuant: Event-Level Uncertainty Quantification in Deep Inelastic Scattering

no code implementations4 Oct 2023 Cristiano Fanelli, James Giroux

We introduce a physics-informed Bayesian Neural Network (BNN) with flow approximated posteriors using multiplicative normalizing flows (MNF) for detailed uncertainty quantification (UQ) at the physics event-level.

Anomaly Detection Decision Making +1

T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals

1 code implementation29 Mar 2023 James Giroux, Martin Bouchard, Robert Laganiere

Object detection utilizing Frequency Modulated Continous Wave radar is becoming increasingly popular in the field of autonomous systems.

Object object-detection +2

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