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Moshtaghpour A, Velazco-Torrejon A, Nicholls D, Robinson AW, Kirkland AI, Browning ND. Diffusion distribution model for damage mitigation in scanning transmission electron microscopy. J Microsc 2024. [PMID: 39166469 DOI: 10.1111/jmi.13351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 07/09/2024] [Accepted: 07/29/2024] [Indexed: 08/23/2024]
Abstract
Despite the widespread use of Scanning Transmission Electron Microscopy (STEM) for observing the structure of materials at the atomic scale, a detailed understanding of some relevant electron beam damage mechanisms is limited. Recent reports suggest that certain types of damage can be modelled as a diffusion process and that the accumulation effects of this process must be kept low in order to reduce damage. We therefore develop an explicit mathematical formulation of spatiotemporal diffusion processes in STEM that take into account both instrument and sample parameters. Furthermore, our framework can aid the design of Diffusion Controlled Sampling (DCS) strategies using optimally selected probe positions in STEM, that constrain the cumulative diffusion distribution. Numerical simulations highlight the variability of the cumulative diffusion distribution for different experimental STEM configurations. These analytical and numerical frameworks can subsequently be used for careful design of 2- and 4-dimensional STEM experiments where beam damage is minimised.
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Affiliation(s)
- Amirafshar Moshtaghpour
- Correlated Imaging Theme, Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, UK
- Department of Mechanical, Materials, & Aerospace Engineering, University of Liverpool, Liverpool, UK
| | - Abner Velazco-Torrejon
- Correlated Imaging Theme, Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, UK
| | - Daniel Nicholls
- Department of Mechanical, Materials, & Aerospace Engineering, University of Liverpool, Liverpool, UK
| | - Alex W Robinson
- Department of Mechanical, Materials, & Aerospace Engineering, University of Liverpool, Liverpool, UK
| | - Angus I Kirkland
- Correlated Imaging Theme, Rosalind Franklin Institute, Harwell Science & Innovation Campus, Didcot, UK
- Department of Materials, University of Oxford, Oxford, UK
| | - Nigel D Browning
- Department of Mechanical, Materials, & Aerospace Engineering, University of Liverpool, Liverpool, UK
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Han J, Guan J. Heteronuclear dual-metal atom catalysts for nanocatalytic tumor therapy. CHINESE JOURNAL OF CATALYSIS 2023. [DOI: 10.1016/s1872-2067(22)64207-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/28/2023]
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Three-dimensional electron ptychography of organic-inorganic hybrid nanostructures. Nat Commun 2022; 13:4787. [PMID: 35970924 PMCID: PMC9378626 DOI: 10.1038/s41467-022-32548-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 08/04/2022] [Indexed: 11/22/2022] Open
Abstract
Three dimensional scaffolded DNA origami with inorganic nanoparticles has been used to create tailored multidimensional nanostructures. However, the image contrast of DNA is poorer than those of the heavy nanoparticles in conventional transmission electron microscopy at high defocus so that the biological and non-biological components in 3D scaffolds cannot be simultaneously resolved using tomography of samples in a native state. We demonstrate the use of electron ptychography to recover high contrast phase information from all components in a DNA origami scaffold without staining. We further quantitatively evaluate the enhancement of contrast in comparison with conventional transmission electron microscopy. In addition, We show that for ptychography post-reconstruction focusing simplifies the workflow and reduces electron dose and beam damage. The authors demonstrate electron ptychographic computed tomography by simultaneously recording high contrast data from both the organic- and inorganic components in a 3D DNA-origami framework hybrid nanostructure.
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Salinas F, Solís-Prosser MA. Morphological variations to a ptychographic algorithm. APPLIED OPTICS 2022; 61:6561-6570. [PMID: 36255881 DOI: 10.1364/ao.462173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 07/10/2022] [Indexed: 06/16/2023]
Abstract
Ptychography is a technique widely used in microscopy for achieving high-resolution imaging. This method relies on computational processing of images gathered from diffraction patterns produced by several partial illuminations of a sample. We numerically studied the effect of using different shapes for illuminating the aforementioned sample: convex shapes, such as circles and regular polygons, and unconnected shapes that resemble a QR code. Our results suggest that the use of unconnected shapes seems to outperform convex shapes in terms of convergence and, in some cases, accuracy.
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O'Leary CM, Martinez GT, Liberti E, Humphry MJ, Kirkland AI, Nellist PD. Contrast transfer and noise considerations in focused-probe electron ptychography. Ultramicroscopy 2020; 221:113189. [PMID: 33360480 DOI: 10.1016/j.ultramic.2020.113189] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 09/24/2020] [Accepted: 11/30/2020] [Indexed: 11/26/2022]
Abstract
Electron ptychography is a 4-D STEM phase-contrast imaging technique with applications to light-element and beam-sensitive materials. Although the electron dose (electrons incident per unit area on the sample) is the primary figure of merit for imaging beam-sensitive materials, it is also necessary to consider the contrast transfer properties of the imaging technique. Here, we explore the contrast transfer properties of electron ptychography. The contrast transfer of focused-probe, non-iterative electron ptychography using the single-side-band (SSB) method is demonstrated experimentally. The band-pass nature of the phase-contrast transfer function (PCTF) for SSB ptychography places strict limitations on the probe convergence semi-angles required to resolve specific sample features with high contrast. The PCTF of the extended ptychographic iterative engine (ePIE) is broader than that for SSB ptychography, although when both high and low spatial frequencies are transferred, band-pass filtering is required to remove image artefacts. Normalisation of the transfer function with respect to the noise level shows that the transfer window is increased while avoiding noise amplification. Avoiding algorithms containing deconvolution steps may also increase the dose-efficiency of ptychographic phase reconstructions.
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Affiliation(s)
- Colum M O'Leary
- Department of Materials, University of Oxford, Parks Rd, Oxford OX13PH, United Kingdom.
| | - Gerardo T Martinez
- Department of Materials, University of Oxford, Parks Rd, Oxford OX13PH, United Kingdom
| | - Emanuela Liberti
- Department of Materials, University of Oxford, Parks Rd, Oxford OX13PH, United Kingdom; electron Physical Science Imaging Centre (ePSIC), Diamond Light Source, Didcot OX11 0DE, United Kingdom
| | - Martin J Humphry
- Phase Focus Ltd, Electric Works, Sheffield Digital Campus, Sheffield S1 2BJ, United Kingdom
| | - Angus I Kirkland
- Department of Materials, University of Oxford, Parks Rd, Oxford OX13PH, United Kingdom; electron Physical Science Imaging Centre (ePSIC), Diamond Light Source, Didcot OX11 0DE, United Kingdom; The Rosalind Franklin Institute, Harwell Science and Innovation Campus, Didcot OX11 0FA, United Kingdom
| | - Peter D Nellist
- Department of Materials, University of Oxford, Parks Rd, Oxford OX13PH, United Kingdom
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Electron Ptychographic Diffractive Imaging of Boron Atoms in LaB 6 Crystals. Sci Rep 2017; 7:2857. [PMID: 28588219 PMCID: PMC5460146 DOI: 10.1038/s41598-017-02778-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2016] [Accepted: 04/19/2017] [Indexed: 11/21/2022] Open
Abstract
Ptychographic diffractive imaging has the potential for structural determination of materials without the constraints of relatively small, isolated samples required for conventional coherent diffractive imaging. The increased illumination diversity introduced using multiple measurements (overlapped probe positions) also provides higher sensitivity to phase changes in weakly scattering samples. The resolution of a ptychographic reconstruction is ultimately determined by the diffraction limit for the wavelength of the radiation used. However, in practical experiments using electrons either the maximum collection angle of the detector used to record the data or the partial coherence of the source impose lower resolution limits. Nonetheless for medium energy electrons this suggests a potential sub 0.1 nm spatial resolution limit, comparable to that obtained using aberration corrected instruments. However, simultaneous visualization of light and heavier atoms in specimens using ptychography at sub 0.1 nm resolution presents a significant challenge. Here, we demonstrate a ptychographic reconstruction of a LaB6 crystal in which light B atoms were clearly resolved together with the heavy La atoms in the reconstructed phase. The technique used is general and can also be applied to non-crystalline and extended crystalline samples. As such it offers an alternative future basis for imaging the atomic structure of materials, particularly those containing low atomic number elements.
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Towards quantitative, atomic-resolution reconstruction of the electrostatic potential via differential phase contrast using electrons. Ultramicroscopy 2015; 159 Pt 1:124-37. [DOI: 10.1016/j.ultramic.2015.09.002] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2015] [Revised: 07/14/2015] [Accepted: 09/03/2015] [Indexed: 11/23/2022]
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Li P, Batey DJ, Edo TB, Rodenburg JM. Separation of three-dimensional scattering effects in tilt-series Fourier ptychography. Ultramicroscopy 2015; 158:1-7. [DOI: 10.1016/j.ultramic.2015.06.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Revised: 06/09/2015] [Accepted: 06/11/2015] [Indexed: 10/23/2022]
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Horstmeyer R, Chen RY, Ou X, Ames B, Tropp JA, Yang C. Solving ptychography with a convex relaxation. NEW JOURNAL OF PHYSICS 2015; 17:053044. [PMID: 26146480 PMCID: PMC4486359 DOI: 10.1088/1367-2630/17/5/053044] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Ptychography is a powerful computational imaging technique that transforms a collection of low-resolution images into a high-resolution sample reconstruction. Unfortunately, algorithms that currently solve this reconstruction problem lack stability, robustness, and theoretical guarantees. Recently, convex optimization algorithms have improved the accuracy and reliability of several related reconstruction efforts. This paper proposes a convex formulation of the ptychography problem. This formulation has no local minima, it can be solved using a wide range of algorithms, it can incorporate appropriate noise models, and it can include multiple a priori constraints. The paper considers a specific algorithm, based on low-rank factorization, whose runtime and memory usage are near-linear in the size of the output image. Experiments demonstrate that this approach offers a 25% lower background variance on average than alternating projections, the ptychographic reconstruction algorithm that is currently in widespread use.
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Affiliation(s)
- Roarke Horstmeyer
- Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Richard Y Chen
- Department of Computing and Mathematical Sciences, California Institute of Technology, Pasadena, CA 91125, USA
| | - Xiaoze Ou
- Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Brendan Ames
- Department of Mathematics, University of Alabama, Tuscaloosa, AL 35487, USA
| | - Joel A Tropp
- Department of Computing and Mathematical Sciences, California Institute of Technology, Pasadena, CA 91125, USA
| | - Changhuei Yang
- Department of Electrical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
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Imaging from atomic structure to electronic structure. Micron 2012. [DOI: 10.1016/j.micron.2011.10.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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12
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Applying an information transmission approach to extract valence electron information from reconstructed exit waves. Ultramicroscopy 2011; 111:912-9. [DOI: 10.1016/j.ultramic.2011.01.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2010] [Revised: 01/15/2011] [Accepted: 01/20/2011] [Indexed: 11/22/2022]
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Haigh SJ, Sawada H, Takayanagi K, Kirkland AI. Exceeding conventional resolution limits in high-resolution transmission electron microscopy using tilted illumination and exit-wave restoration. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2010; 16:409-415. [PMID: 20602870 DOI: 10.1017/s1431927610093359] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Tilted illumination exit-wave restoration is compared for two aberration-corrected instruments at different accelerating voltages. The experimental progress of this technique is also reviewed and the significance of off-axial aberrations examined. Finally, the importance of higher order aberration compensation combined with careful correction of the lower order aberrations is highlighted.
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Affiliation(s)
- Sarah J Haigh
- Department of Materials, University of Oxford, Parks Road, Oxford OX1 3PH, United Kingdom
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