C04.2 - Machine Learning-driven Automated Microscopy for Materials Discovery and Semiconductor Manufacturing

Session Chair(s)

• YL

  Yongtao Liu

  R&D Staff
  Oak Ridge National Laboratory, United States
• MZ

  Maxim Ziatdinov

  PNNL, United States
• TT

  Tuyen Tran

Presentations:

• 1:30 PM - 2:00 PM US EST

  Towards Autonomous Experiments by Connecting High Performance Microscopy with High Performance Computing
  

  Presenting Author: Peter Ercius, PhD – National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory

  Co-Author: Alexander Pattison – Lawrence Berkeley National Laboratory

  Co-Author: Wolfgang Theis – University of Birmingham

  Co-Author: Chris Harris – National Energy Research Scientific Computing Center

  Co-Author: Samuel Welborn – National Energy Research Scientific Computing Center

  Co-Author: Bjorn Enders – National Energy Research Scientific Computing Center
• 2:00 PM - 2:15 PM US EST

  Describing Atomic Order Through Foundational Microscopy
  

  Presenting Author: Steven Spurgeon – Pacific Northwest National Laboratory

  Co-Author: Waqwoya Abebe – Pacific Northwest National Laboratory

  Co-Author: Jan Strube – Pacific Northwest National Laboratory

  Co-Author: Christina Doty – Pacific Northwest National Laboratory

  Co-Author: Derek Hopkins – Pacific Northwest National Laboratory

  Co-Author: Kevin Fiedler, PhD (he/him/his) – Pacific Northwest National Laboratory

  Co-Author: Matthew Olszta – Pacific Northwest National Laboratory

  Co-Author: Nathan Tallent – Pacific Northwest National Laboratory
• 2:15 PM - 2:30 PM US EST

  Silicon Nanostructures Through Guided Recrystallization
  

  Presenting Author: Gerd Duscher – UT Knoxville

  Co-Author: Austin Houston – University of Tennessee

  Co-Author: UTKARSH PRATIUSH – UT Knoxville

  Co-Author: Matthew Chisholm (he/him/his) – The University of Tennessee, Knoxville

  Co-Author: Sergei Kalinin (he/him/his) – Pacific Northwest National Laboratory, Richland, WA, United States
• 2:30 PM - 2:45 PM US EST

  Prediction of the Cu Oxidation State from EELS and XAS Spectra Using Supervised Machine Learning
  

  Presenting Author: Samuel Gleason – University of California, Berkeley

  Co-Author: Matthew Carbone – Brookhaven National Laboratory

  Co-Author: Deyu Lu – Brookhaven National Laboratory

  Co-Author: Jim Ciston – Lawrence Berkeley National Laboratory
• 2:45 PM - 3:00 PM US EST

  Quantification of Intermetallic Compounds in Aluminum 6061 Alloy with Electron Microscopy
  

  Presenting Author: Yinuo Li, Ph.D (she/her/hers) – McGill University

  Co-Author: Sabrina Clusiau – McGill University

  Co-Author: Pascal Gauthier – Rio Tinto Aluminium

  Co-Author: Nicolas Piché – Object Research Systems

  Co-Author: Colin MacRae – Commonwealth Scientific and Industrial Research Organisation

  Co-Author: Raynald Gauvin – McGill University