open access publication

Article, Early Access, 2024

Beam induced heating in electron microscopy modeled with machine learning interatomic potentials

NANOSCALE, ISSN 2040-3364, 2040-3364, 10.1039/d3nr05220f

Contributors

Valencia, Cuauhtemoc Nunez 0000-0002-9073-888X [1] Lomholdt, William Bang [1] Larsen, Matthew Helmi Leth 0000-0002-2415-9388 [1] Hansen, Thomas W. 0000-0002-1861-3054 [1] Schiotz, Jakob (Corresponding author) [1]

Affiliations

  1. [1] Tech Univ Denmark, Dept Phys, DK-2800 Lyngby, Denmark
  2. [NORA names: DTU Technical University of Denmark; University; Denmark; Europe, EU; Nordic; OECD]

Abstract

Molecular dynamics based on machine learning potentials are combined with EELS data to model electron beam heating in high-resolution transmission electron microscopy.

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