Project Proposals by University of Alabama in 2022

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

Project List

• 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

• Updating the DeepLense Pipeline

• End-to-End Deep Learning Reconstruction for CMS Experiment

• 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

• Finding Exoplanets with Astronomical Observations

• Graph Representation Learning for Fast Detector Simulation

• Graph Transformers for Fast Detector Simulation

• Graph Neural Networks for Particle Momentum Estimation in the CMS Trigger System

• Background Estimation with Neural AutoRegressive Flows

• Machine Learning Model for the Albedo of Mercury

• Optimal Transport in High Energy Physics

• Implementation of Quantum Generative Adversarial Networks to Perform High Energy Physics Analysis at the LHC

• Quantum Convolutional Neural Networks for High Energy Physics Analysis at the LHC

• Quantum Graph Neural Networks for High Energy Physics Analysis at the LHC

• Implementation of Quantum Variational Autoencoders to Perform High Energy Physics Analysis at the LHC

• Symbolic empirical representation of squared amplitudes in high-energy physics