haimengzhao / netket Goto Github PK

I am Haimeng Zhao (赵海萌), an undergraduate of physics at Tsinghua University.

My research interests include:

• AI for Science, especially Physics & Astrophysics
  • I developed MAGIC, a machine learning pipeline for microlensing analysis with realistic data quality.
• Quantum Information, Algorithms & Machine Learning
  • I studied quantum generative learning, and designed a variational qPCA running backwards as a generative model: G-qPCA.
  • I studied the non-IID quagmire in quantum federated learning, and proposed an alternative called quantum federated inference.
• Quantum Many-body Physics, Theory & Computation
  • I'm actively learning about both the theoretical and computational aspects of condensed matter physics.
• Machine Learning Stuff
  • I implemented a full covariance version of the mixture density network / gaussian mixture model