Final Projects#
Group 1: Galaxy Image Sorting#
Members: Noah Hood, Evelyn Kimbirk, Zice Zhao, Michael Hench, Travis Beebe
Group 2: Interaction Networks for the Identification of Boosted \(H \to bb\) Decays#
Members: Freddy Ramirez, Zihan Zhao, Arturo Sorenson, Danylo Drohobytsky
Group 3: Particle Tracking with a Graph Neural Network#
Members: Tony Aportela, Jason Weitz, Dmitri Demler
Group 4: Convolutional Visual Network for Classification of Jet Images#
Members: Daniel Primosch, Anni Li, Quinn Picard, Adolfo Partida Lizarraga
Group 5: DeepClean Neural Network for Gravitational Wave Noise Reduction#
Members: Preethi Karpoor, John Choi, Matthew Vigil, Laura Jian
Group 6: Using Convolutional Neural Networks for Fast X-ray Bragg Peak Position Determination#
Members: Boyan Stoychev, Aditya Sriram, Sean Chen, Andy Wan, Donald Dean
Group 7: Physics-informed Convolutional Neural Networks for Temperature Field Prediction of Heat Source Layout without Labeled Data#
Members: Aashay Arora, Wenzhong Hu, Thomas Sievert, Peter Knauss
Group 8: Application of Convolutional Neural Networks to Neutrino Interaction Identification#
Members: Billy Li, Sahil Bhalla, Jay Ke-Chieh Sun, Carlos Pareja