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Atomic-number ( Z )-correlated atomic sizes for deciphering electron microscopic molecular images.

Junfei XingKeishi TakeuchiKo KameiTakayuki NakamuroKoji HaranoEiichi Nakamura
Published in: Proceedings of the National Academy of Sciences of the United States of America (2022)
SignificanceAtomic resolution transmission electron microscopy (TEM) has opened up a new era of molecular science by providing atomic video images of dynamic motions of single organic and inorganic molecules. However, the images often look different from the images of molecular models, because these models are designed to visualize the electronic properties of the molecule instead of nuclear electrostatic potentials that are felt by the e-beam in TEM imaging. Here, we propose a molecular model that reproduces TEM images using atomic radii correlated to atomic number ( Z ). The model serves to provide a priori a useful idea of how a single molecule, molecular assemblies, and thin crystals of organic or inorganic materials look in TEM.
Keyphrases
  • single molecule
  • electron microscopy
  • deep learning
  • convolutional neural network
  • optical coherence tomography
  • living cells
  • high resolution
  • public health
  • water soluble
  • mass spectrometry
  • photodynamic therapy