The University of Alabama is a public research university in Tuscaloosa, Alabama. Established in 1820, the University of Alabama is the oldest and largest of the public universities in Alabama as well as the flagship of the University of Alabama System
Gravitational Lens Finding for Dark Matter Substructure Pipeline
Deep Regression Techniques for Decoding Dark Matter with Strong Gravitational Lensing
Equivariant Neural Networks for Dark Matter Morphology with Strong Gravitational Lensing
Transformers for Dark Matter Morphology with Strong Gravitational Lensing
Graph Neural Networks for End-to-End Particle Identification with the CMS Experiment
End-to-End Deep Learning Regression for Measurements with the CMS Experiment
Vision Transformers for End-to-End Particle Reconstruction for the CMS Experiment
Exploring the underlying symmetries in particle physics with equivariant neural networks
Graph Neural Networks for Particle Momentum Estimation in the CMS Trigger System
Deep Graph anomaly detection with contrastive learning for new physics searches
Learning Parametrization with Implicit Neural Representations
Deriving planetary surface composition from orbiting observations from spacecraft
Quantum Graph Neural Networks for High Energy Physics Analysis at the LHC
Learning quantum representations of classical high energy physics data with contrastive learning
Equivariant quantum neural networks for High Energy Physics Analysis at the LHC
Quantum transformer for High Energy Physics Analysis at the LHC
Symbolic empirical representation of squared amplitudes in high-energy physics