Project Proposals by University of Alabama in 2021

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

• Dimensionality Reduction for Studying Diffuse Circumgalactic Medium

• Cosmic-Ray Imaging Studies via Mission-Imagery from Space (CRISMIS)

• Domain Adaptation for Decoding Dark Matter with Strong Gravitational Lensing

• Deep Regression Techniques for Decoding Dark Matter with Strong Gravitational Lensing

• Equivariant Neural Networks for Dark Matter Morphology with Strong Gravitational Lensing

• 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

• Equivariant Neural Networks to explore the underlying symmetries in particle physics events

• Graph Representation Learning for Fast Detector Simulation

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

• Thermonuclear Supernova Classification via their Nuclear Signatures

• Background Estimation with Neural AutoRegressive Flows

• Machine Learning Model for the Albedo of Mercury

• Machine Learning Model for the Lunar Albedo

• Implementation of Quantum Generative Models 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