C06.5 - Advancements in Generative Artificial Intelligence and Automation for Electron Microscopy

Session Chair(s)

• DC

  David Cullen, Ph.D.

  Senior R&D Staff Scientist
  Oak Ridge National Laboratory
  Oak Ridge, Tennessee, United States
• AF

  Alexandre Foucher

  PhD Student
  University of Pennsylvania
  Philadelphia, Pennsylvania, United States

Presentations:

• 8:30 AM - 9:00 AM MT

  The Continuing Evolution of Automation for Electron Microscopy
  

  Presenting Author: Peter A. Crozier, Ph.D (he/him/his) – Arizona State University
• 9:00 AM - 9:15 AM MT

  Automating 4D scanning transmission electron microscopy for high-throughput data acquisition
  

  Presenting Author: Alexander J. Pattison, PhD (he/him/his) – Lawrence Berkeley National Laboratory

  Co-Author: Samuel S. Welborn – Lawrence Berkeley National Laboratory

  Co-Author: Ambarneil Saha, Ph.D. – Lawrence Berkeley National Laboratory

  Co-Author: David Moreau – Lawrence Berkeley National Laboratory

  Co-Author: Jian Zhang – Lawrence Berkeley National Laboratory

  Co-Author: Wolfgang Theis – University of Birmingham

  Co-Author: Aaron S. Brewster – Lawrence Berkeley National Laboratory

  Co-Author: Chris Harris – Lawrence Berkeley National Laboratory

  Co-Author: Bjorn Enders – Lawrence Berkeley National Laboratory

  Co-Author: Peter Ercius – National Center for Electron Microscopy, Lawrence Berkeley National Lab
• 9:15 AM - 9:30 AM MT

  Accelerated Identification of Polar Domains From 4D-STEM Using Group Convolutional Neural Networks
  

  Presenting Author: Fintan Hardy (he/him/his)

  Co-Author: Aron Walsh (he/him/his) – Imperial College London

  Co-Author: Michele Shelly Conroy – Imperial College London
• 9:30 AM - 10:00 AM MT

  Building Automated Microscopes: Rewards Are All We Need (Now)
  

  Presenting Author: Sergei V. Kalinin, Ph.D – University of Tennessee

  Co-Author: Kamyar Barakati (he/him/his) – Department of Materials Science and Engineering, Institute for Advanced Materials and Manufacturing, University of Tennessee

  Co-Author: Yu Liu (he/him/his) – Department of Materials Science and Engineering, Institute for Advanced Materials and Manufacturing, University of Tennessee

  Co-Author: UTKARSH PRATIUSH (he/him/his) – Department of Materials Science and Engineering, Institute for Advanced Materials and Manufacturing, University of Tennessee

  Co-Author: Austin Houston – UT KNOXVILLE

  Co-Author: Gerd Duscher – University of Tennessee