# Final Projects

## Group 1: Galaxy Image Sorting
- Members: Noah Hood, Evelyn Kimbirk, Zice Zhao, Michael Hench, Travis Beebe
- [Presentation](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group1_Presentation.pdf)
- [Code](https://github.com/blackcomb-dev/phys139-239-final-proj)
- [Report](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group1_Report.pdf)

## Group 2: Interaction Networks for the Identification of Boosted $H \to bb$ Decays
- Members: Freddy Ramirez, Zihan Zhao, Arturo Sorenson, Danylo Drohobytsky
- [Presentation](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group2_Presentation.pdf)
- [Code](https://github.com/JavierZhao/Reproduction_of_IN)
- [Report](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group2_Report.pdf)

## Group 3: Particle Tracking with a Graph Neural Network
- Members: Tony Aportela, Jason Weitz, Dmitri Demler
- [Presentation](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group3_Presentation.pdf)
- [Code](https://github.com/AnthonyAportela/physML_group3)
- [Report](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group3_Report.pdf)

## Group 4: Convolutional Visual Network for Classification of Jet Images
- Members: Daniel Primosch, Anni Li, Quinn Picard, Adolfo Partida Lizarraga
- [Presentation](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group4_Presentation.pdf)
- [Code](https://github.com/danprim/phys239_project)
- [Report](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group4_Report.pdf)

## Group 5: DeepClean Neural Network for Gravitational Wave Noise Reduction
- Members: Preethi Karpoor, John Choi, Matthew Vigil, Laura Jian
- [Presentation](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group5_Presentation.pdf)
- [Code](https://github.com/telmar3/PHYS139_FinalProject)
- [Report](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group5_Report.pdf)

## 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
- [Presentation](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group6_Presentation.pdf)
- [Code](https://github.com/miwan1/PHYS139_Group6_Project)
- [Report](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group6_Report.pdf)

## 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
- [Presentation](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group7_Presentation.pdf)
- [Code](https://github.com/aaarora/hsl-tfp)
- [Report](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group7_Report.pdf)

## Group 8: Application of Convolutional Neural Networks to Neutrino Interaction Identification
- Members: Billy Li, Sahil Bhalla, Jay Ke-Chieh Sun, Carlos Pareja
- [Presentation](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group8_Presentation.pdf)
- [Code](https://github.com/cpareja3025/phys139-239_final_project)
- [Report](https://jduarte.physics.ucsd.edu/phys139_239/finalprojects/Group8_Report.pdf)