Ziyi “Francis” Yin - 尹梓屹

About me

I am a PhD candidate in Computational Science and Engineering at Georgia Institute of Technology, advised by Prof. Felix J. Herrmann. I am a member of the SLIM (Seismic Laboratory for Imaging and Modeling) group.

In general, my research interests include (but not limited to):

  • scientific machine learning
  • large-scale inverse problems
  • high-performance computing
  • PDE-constrained optimization
  • numerical modeling and simulation
  • uncertainty quantification
  • simulation-based inference
  • and their application in geoscience

Before coming to Georgia Tech, I graduated from Emory University in 2019, with a summa cum laude Bachelor of Science degree in Mathematics and Computer Science. I conducted research on regularization methods for image reconstruction from CT scans, advised by Prof. James G. Nagy and wrote my honors thesis, Edge Detection and Enriched Subspaces.

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