C06.6 - Advancements in Generative Artificial Intelligence and Automation for Electron Microscopy

Session Chair(s)

• DC

  Dave Cullen
• AF

  Alexandre Foucher

  PhD Student
  University of Pennsylvania
  Philadelphia, Pennsylvania, United States

Presentations:

• 1:30 PM - 2:00 PM MT

  Rapid and Reproducible Electron Tomography of Chemistry and Structure
  

  Presenting Author: Robert Hovden – University of Michigan

  Co-Author: William W. Millsaps, III, B.S. Eng (he/him/his) – Stanford University

  Co-Author: Jason Manassa – University of Michigan

  Co-Author: Jonathan Schwartz – Chan Zuckerberg Imaging Institute
• 2:00 PM - 2:15 PM MT

  End–to–End Atomic Electron Tomography Reconstruction and Alignment Using Deep Learning Techniques
  

  Presenting Author: Cedric Lim (he/him/his) – Stanford University

  Co-Author: Arthur R. C. McCray – Stanford University

  Co-Author: Colin Ophus – Stanford University
• 2:15 PM - 2:30 PM MT

  Deep learning based sinogram inpainting for fast and high-quality artifact correction in electron tomography
  

  Presenting Author: Obaidullah Rahman – Oak Ridge National Laboratory

  Co-Author: Singanallur Venkatakrishnan – Oak Ridge National Laboratory

  Co-Author: David Cullen – Oak Ridge National Laboratory

  Co-Author: Amir Ziabari – Oak Ridge National Laboratory
• 2:30 PM - 2:45 PM MT

  Extracting Quantitative 3D Nano-scale Structure and Strain from Diffraction-contrast TEM Images Using Machine Learning
  

  Presenting Author: Stephen House, PhD (he/him/his) – Sandia National Laboratories

  Co-Author: Daniel Vizoso – Sandia National Laboratories

  Co-Author: Andrew Baker, Ph.D – Sandia National Laboratories

  Co-Author: Douglas L. Medlin – Sandia National Laboratories

  Co-Author: Remi Dingreville – Sandia National Laboratories
• 2:45 PM - 3:00 PM MT

  DMcloud: Macromolecular Structure Modeling with Local Structure Fitting for Medium to Low Resolution Cryo-EM Maps
  

  Presenting Author: Genki Terashi, Ph.D (he/him/his) – Purdue University

  Co-Author: Xiao Wang, Ph.D (he/him/his) – University of Washington

  Co-Author: Yuanyuan Zhang (she/her/hers) – Purdue University

  Co-Author: Han Zhu – Purdue University

  Co-Author: Daisuke Kihara, Ph.D (he/him/his) – Purdue University