Yi Jiang

FAQ About Yi Jiang

• What is Yi Jiang's address?

  Yi Jiang is located at
  Lemont, Illinois, United States

• What is Yi Jiang's job title?

  Yi Jiang is a
  I'm a beamline data scientist at the Advanced Photon Source. I work on many projects related to computational imaging techniques in electron and X-ray microscopy. Electron & X-ray Ptychography Analyzed X-ray fly-scan ptychography data acquired at the Advanced Photon Source (APS) to demonstrate high-speed and large field-of-view 2D/3D imaging at nanoscale. Developed Bayesian optimization techniques to facilitate automatic parameter tunning in ptychography experiment and reconstruction. Developed electron ptychography techniques for high-resolution (<0.4Å) and dose-efficient imaging. Electron & X-ray Tomography/Laminography Developed high-through data-processing workflows for ptychographic tomography/laminography experiments at the Advanced Photon Source. Developed a “dynamic” strategy for compressed-sensing algorithms to achieve real-time reconstructions of large objects. Machine Learning Used super-resolution machine learning techniques to enhance the spatial resolution of ptychographic reconstruction. Applied deep learning techniques to solve phase retrieval problems and improve the data processing workflow of ptychographic tomography/laminography. Explored deep learning techniques to reduce artifacts in 3D tomograms reconstructed with traditional algorithms. Autonomous Data Processing, Experiments, and Design Developed Bayesian optimization techniques to automatically select reconstruction parameters in ptychography and tomography/laminography. Used Bayesian optimization and deep kernel learning to search for optimal conditions and designs in ptychography experiments. Examined image quality metrics to study the correlation between accuracy and precision in computational imaging. Argonne National Laboratory

• What industry does Yi Jiang currently work in?

  Yi Jiang currently works in the
  Argonne National Laboratory

• What is Yi Jiang's area of expertise?

  Yi Jiang specializes in
  I'm a beamline data scientist at the Advanced Photon Source. I work on many projects related to computational imaging techniques in electron and X-ray microscopy. Electron & X-ray Ptychography Analyzed X-ray fly-scan ptychography data acquired at the Advanced Photon Source (APS) to demonstrate high-speed and large field-of-view 2D/3D imaging at nanoscale. Developed Bayesian optimization techniques to facilitate automatic parameter tunning in ptychography experiment and reconstruction. Developed electron ptychography techniques for high-resolution (<0.4Å) and dose-efficient imaging. Electron & X-ray Tomography/Laminography Developed high-through data-processing workflows for ptychographic tomography/laminography experiments at the Advanced Photon Source. Developed a “dynamic” strategy for compressed-sensing algorithms to achieve real-time reconstructions of large objects. Machine Learning Used super-resolution machine learning techniques to enhance the spatial resolution of ptychographic reconstruction. Applied deep learning techniques to solve phase retrieval problems and improve the data processing workflow of ptychographic tomography/laminography. Explored deep learning techniques to reduce artifacts in 3D tomograms reconstructed with traditional algorithms. Autonomous Data Processing, Experiments, and Design Developed Bayesian optimization techniques to automatically select reconstruction parameters in ptychography and tomography/laminography. Used Bayesian optimization and deep kernel learning to search for optimal conditions and designs in ptychography experiments. Examined image quality metrics to study the correlation between accuracy and precision in computational imaging.

• Which languages does Yi Jiang speak? 

  Yi Jiang speaks the following languages:
  No languages available.

• Which industries has Yi Jiang previously worked in?   

  Yi Jiang has prior experience in the following industries:
  Argonne National Laboratory , Cornell University

• What is Yi Jiang’s work experience?  

  Yi Jiang has the following professional experience:
  Argonne National Laboratory , Argonne National Laboratory , Cornell University .

• How can I find Yi Jiang on LinkedIn?  

  You can view Yi Jiang’s
  LinkedIn profile at LinkedIn URL.

• What are Yi Jiang’s work email addresses?  

  Yi Jiang’s work email addresses are
  [email protected] .

• What company does Yi Jiang work for?  

  Yi Jiang works at
  Argonne National Laboratory