Near-Isotropic Sub-\AAngstrom 3D Resolution Phase Contrast Imaging Achieved by End-to-End Ptychographic Electron Tomography
<|reference_start|>Near-Isotropic Sub-\AAngstrom 3D Resolution Phase Contrast Imaging Achieved by End-to-End Ptychographic Electron Tomography: Three-dimensional atomic resolution imaging using transmission electron microscopes is a unique capability that requires challenging experiments. Linear electron tomography methods are limited by the missing wedge effect, requiring a high tilt range. Multislice ptychography can achieve deep sub-{\AA}ngstrom resolution in the transverse direction, but the depth resolution is limited to 2 to 3 nanometers. In this paper, we propose and demonstrate an end-to-end approach to reconstructing the electrostatic potential volume of the sample directly from the 4D-STEM datasets. End-to-end multi-slice ptychographic tomography recovers several slices at each tomography tilt angle and compensates for the missing wedge effect. The algorithm is initially tested in simulation with a Pt@$\mathrm{Al_2O_3}$ core-shell nanoparticle, where both heavy and light atoms are recovered in 3D from an unaligned 4D-STEM tilt series with a restricted tilt range of 90 degrees. We also demonstrate the algorithm experimentally, recovering a Te nanoparticle with sub-{\AA}ngstrom resolution.<|reference_end|>
@article{you2024near-isotropic,
    title={Near-Isotropic Sub-{\AA}ngstrom 3D Resolution Phase Contrast Imaging
  Achieved by End-to-End Ptychographic Electron Tomography},
    author={Shengboy You and Andrey Romanov and Philipp Pelz},
    journal={arXiv preprint arXiv:2407.19407},
    year={2024},
    archivePrefix={arXiv},
    eprint={2407.19407},
    primaryClass={physics.comp-ph cond-mat.mtrl-sci cs.LG math.OC}
}