Cyrus Fung

• Resume
• Github: https://github.com/hpcfung

Projects

• PHYS 437A - Research Project
  • Final year research project at the QITI lab on "Classical Optimization Techniques for a Trapped Ion Quantum Simulator" with a publication style report
• PHYS 449 - Machine Learning in Physics (Final Project)
  • Reproduced key results in the paper “Deep learning insights into cosmological structure formation”, by Lucie-Smith et al. arXiv:2011.10577v2
• Autoencoder Clustering
  • Using an autoencoder to cluster MNIST digits in latent space, thus achieving classification in unsupervised learning

Work in progress

• Bookmark Editing/Bookmark Computer Vision

• SQL Server

• Language Parsing

• Understanding what different layers of a neural network does

• Using ML to predict the outcome of random quantum measurements

• Does adding a "memory module" to an autoencoder lower its loss?

• Scraping a website for pictures