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The Art and Science of Microscopy: Translating Operator Workflows into Automated Processes for Accelerated Discovery

  • National Laboratory of the Rockies
  • University of Cincinnati
  • Colorado School of Mines
  • University of Colorado Boulder

Research output: Contribution to conferencePaper

Abstract

Acquiring data using a scanning transmission electron microscope (STEM) is a complex, multi-step process. The intricacy of the process depends on the type of sample, composition of the material, desired results of the experiment, resolution requirement and other experimental factors. Each experiment presents unique complications, such as sample drift and contamination, that the microscopist must consider when acquiring data [1]. All these challenges are handled fluidly and expertly by experienced microscopists, but to reach new levels of innovation in material development, including greater reproducibility, throughput, and precision, the automation of these workflows is essential [2].
Original languageAmerican English
Pages2238-2239
Number of pages2
DOIs
StatePublished - 2025
EventMicroscopy and Microanalysis 2025 - Salt Lake City, UT
Duration: 27 Jul 202531 Jul 2025

Conference

ConferenceMicroscopy and Microanalysis 2025
CitySalt Lake City, UT
Period27/07/2531/07/25

NLR Publication Number

  • NLR/CP-5K00-93220

Keywords

  • 2D materials
  • automation
  • electron microscopy
  • robotics

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