PHYS-449-final-project

Repository for the PHYS 449 Final Project at the University of Waterloo. The project consists of a reproduction (and attempted improvement) of the results of the paper "Deep learning insights into cosmological structure formation", by Lucie-Smith et al. (https://arxiv.org/abs/2011.10577).

Group members:

• Finn Dodgson
• Tristan Fraser
• Cyrus Fung
• François-Guillaume Lemesre

DATA: https://console.cloud.google.com/storage/browser/deep-halos-data;tab=objects?forceOnBucketsSortingFiltering=false&cloudshell=false&hl=en-AU&project=deephalos&prefix=&forceOnObjectsSortingFiltering=false

GitHub: https://github.com/lluciesmith/DeepHalos

Inference+plots available upon request