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Final Program


C06.2 - Advancements in Generative Artificial Intelligence and Automation for Electron Microscopy

Wednesday, July 30, 2025
8:30 AM - 10:00 AM MT
Location: 251 A

Presentations:

  • 8:30 AM - 9:00 AM MT
    Towards Machine-Learning Enabled Automated Analysis of Heterogeneous Nanomaterials

    Presenting Author: Mary Scott, Ph.D (she/her/hers) – Department of Materials Science and Engineering, University of California, Berkeley

  • 9:00 AM - 9:15 AM MT
    Small data Is All You Need – Machine Learning-based Feature Identification in Scanning Transmission Electron Microscopy (STEM) Images of MoS2

    Presenting Author: Zijie Wu (he/him/his) – Oak Ridge National Laboratory, managed by UT-Batelle

    Co-Author: Matthew G. Boebinger, Ph.D (he/him/his) – Oak Ridge National Laboratory

    Co-Author: Kevin Roccapriore, Ph.D – AtomQ

    Co-Author: Rama Vasudevan – Oak Ridge National Laboratory

  • 9:15 AM - 9:30 AM MT
    Quantitative Electron Microscopy of Zeolites Using Aberration Corrected (S)TEM and Machine Learning

    Presenting Author: Tahmid Choudhury – University of Oxford

    Co-Author: Huang Huang, Ph.D – Rosalind Franklin Institute

    Co-Author: Aakash Varambhia, Ph.D – Johnson Matthey

    Co-Author: Alessandro Turrina, Ph.D – Johnson Matthey

    Co-Author: Mervyn Shannon, Ph.D – University of St Andrews

    Co-Author: Dogan Ozkaya, Ph.D – Johnson Matthey

    Co-Author: Angus Kirkland, Ph.D (he/him/his) – Department of Materials, University of Oxford

  • 9:30 AM - 9:45 AM MT
    Gaussian Differential Assessment of Sequential STEM Radiation Damage in Beam-Sensitive Materials

    Presenting Author: Hao Wang – Clemson University

    Co-Author: Hongkui Zheng – DENSsolutions

    Co-Author: Xiwen Chen – Clemson University

    Co-Author: Abolfazl Razi – Clemson University

    Co-Author: Kai He – University of California, Irvine

  • 9:45 AM - 10:00 AM MT
    STEM Orchestrator: Managing multi-hardware-component STEM automation seamlessly.

    Presenting Author: Utkarsh Pratiush (he/him/his) – UT KNOXVILLE

    Co-Author: Austin Houston – UT KNOXVILLE

    Co-Author: Paolo Longo (he/him/his) – Thermo Fisher Scientific

    Co-Author: Remco Geurts – Thermo Fisher Scientific

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

    Co-Author: Gerd Duscher – University of Tennessee