A09.1 - Automation in Microscopy from Image Acquisition to Image Analysis, Data Visualization, and Management

Session Chair(s)

• MZ

  Maxim Ziatdinov

  PNNL, United States

Presentations:

• 1:30 PM - 2:00 PM US EST

  Multimodal Co-orchestration for Exploring Structure-Property Relationships in Combinatorial Libraries via Multi-Task Bayesian Optimization
  

  Presenting Author: Sergei Kalinin (he/him/his) – Pacific Northwest National Laboratory, Richland, WA, United States

  Co-Author: Boris Slautin – Independent researcher

  Co-Author: UTKARSH PRATIUSH – UT Knoxville

  Co-Author: Ilia Ivanov – Oak Ridge National Laboratory

  Co-Author: Yongtao Liu – Oak Ridge National Laboratory

  Co-Author: Rohit Pant – University of Maryland

  Co-Author: Xiaohang Zhang – University of Maryland

  Co-Author: Ichiro Takeuchi – University of Maryland

  Co-Author: Maxim Ziatdinov – PNNL
• 2:00 PM - 2:15 PM US EST

  Human-in-the-loop Automated Experiment Simulated with Scanning Tunneling Microscopy
  

  Presenting Author: Yu Liu – University of Tennessee

  Co-Author: Harris Pirie – Harvard University

  Co-Author: Christian Matt – Harvard University

  Co-Author: Pengcheng Chen, Ph.D (he/him/his) – Princeton University

  Co-Author: Jennifer Hoffman – Department of Physics, Harvard University

  Co-Author: Sergei Kalinin (he/him/his) – Pacific Northwest National Laboratory, Richland, WA, United States
• 2:15 PM - 2:30 PM US EST

  Autonomous Multi-Modal Chemical Tomography using Bayesian Optimization
  

  Presenting Author: William Millsaps – University of Michigan

  Co-Author: Jonathan Schwartz – Chan Zuckerberg Imaging Institute

  Co-Author: Jason Manassa – University of Michigan

  Co-Author: Zichao Wendy Di – Argonne National Laboratory

  Co-Author: Yi Jiang – Argonne National Laboratory

  Co-Author: Robert Hovden – University of Michigan
• 2:30 PM - 2:45 PM US EST

  Advancing Microscopy through the Synergy of Human Expertise, LLM efficiency, and API Enabled Automation
  

  Presenting Author: Yongtao Liu – Oak Ridge National Laboratory

  Co-Author: Marti Checa – Oak Ridge National Laboratory

  Co-Author: Rama Vasudevan – Oak Ridge National Laboratory