journal article·2025-05-09Open access

Model-Based Iterative Reconstruction of Three-Dimensional Magnetization in a Nanowire Structure Using Electron Holographic Vector Field Tomography

Aurys Šilinga, András Kovács, Stephen McVitie, Rafal E Dunin-Borkowski, Kayla Fallon, Trevor P Almeida

Microscopy and Microanalysis· Volume 31· Issue 3

Abstract

Abstract Experimental techniques for the characterization of three-dimensional (3D) magnetic spin structures are required to advance the performance of nanoscale magnetic technologies. However, as component dimensions approach the nanometer range, it becomes ever more challenging to analyze 3D magnetic configurations quantitatively with the required spatial resolution and sensitivity. Here, we use off-axis electron holography and model-based iterative reconstruction to reconstruct the 3D magnetization distribution in an exemplary nanostructure comprising an L-shaped ferromagnetic cobalt nanowire fabricated using focused electron beam induced deposition. Our approach involves using off-axis electron holography to record tomographic tilt series of electron holograms, which are analyzed to reconstruct electron optical magnetic phase shifts about two axes with tilts of up to ±60∘. A 3D magnetization vector field that provides the best fit to the tomographic phase measurements is then reconstructed, revealing multiple magnetic domains in the nanowire. The reconstructed magnetization is shown to be accurate for magnetic domains that are larger than approximately 50 nm. Higher spatial resolution and improved signal-to-noise can be achieved in the future by using more specialized electron microscopes, improved reconstruction algorithms, and automation of data acquisition and analysis.
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Research context

OpenAlex topics: Magnetic properties of thin films · Magnetic Properties and Applications · Advanced Electron Microscopy Techniques and Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Physics and Astronomy, University of Glasgow , Kelvin Building, Glasgow, SC G12 8QQ ,

Ernst Ruska-Centre for Microscopy and Spectroscopy with Electrons, Forschungszentrum Jülich GmbH , Wilhelm-Johnen-Straße, Jülich, NRW 52428 ,

Funding

Engineering and Physical Sciences Research Council · Horizon 2020 · Deutsche Forschungsgemeinschaft

References (55)

Show source-provided references
1. Significance of electromagnetic potentials in the quantum theory10.1103/PhysRev.115.485 ↗
2. Off-axis electron holography combining summation of hologram series with double-exposure phase-shifting: Theory and application10.1016/j.ultramic.2018.06.004 ↗
3. Caron · 2018
4. Caron · 2018
5. Caron · 2018
6. Caron · 2018
7. Antiferromagnetic imaging via ptychographic phase retrieval10.1016/j.scib.2023.12.044 ↗
8. de la Peña · 2019
9. Review of magnetic nanostructures grown by focused electron beam induced deposition (FEBID)10.1088/0022-3727/49/24/243003 ↗
10. A cartridge-based turning specimen holder with wireless tilt angle measurement for magnetic induction mapping in the transmission electron microscope10.1016/j.ultramic.2020.113098 ↗
11. Three-dimensional tomographic imaging of the magnetization vector field using Fourier transform holography10.1103/PhysRevB.107.094425 ↗
12. Exchange energy representations in computational micromagnetics10.1016/S0921-4526(97)00310-4 ↗
13. Time-resolved imaging of three-dimensional nanoscale magnetization dynamics10.1038/s41565-020-0649-x ↗
14. Three-dimensional magnetization structures revealed with X-ray vector nanotomography10.1038/nature23006 ↗
15. Complex free-space magnetic field textures induced by three-dimensional magnetic nanostructures10.1038/s41565-021-01027-7 ↗
16. Dunin-Borkowski · 2019 · 76710.1007/978-3-030-00069-1_16 ↗
17. Machine learning using magnetic stochastic synapses10.1088/2634-4386/acdb96 ↗
18. Three-dimensional racetrack memory devices designed from freestanding magnetic heterostructures10.1038/s41565-022-01213-1 ↗
19. Tensorial neutron tomography of three-dimensional magnetic vector fields in bulk materials10.1038/s41467-018-06593-4 ↗
20. Refinement procedure for the image alignment in high-resolution electron tomography10.1016/j.ultramic.2011.06.001 ↗
21. Quantitative determination of vortex core dimensions in head-to-head domain walls using off-axis electron holography10.1063/1.2829601 ↗
22. Experimental evaluation of the “transport-of-intensity” equation for magnetic phase reconstruction in Lorentz transmission electron microscopy10.1016/j.ultramic.2015.09.011 ↗
23. Mapping the magnetization fine structure of a lattice of Bloch-type skyrmions in an FeGe thin film10.1063/1.5004394 ↗
24. Pixelated detectors and improved efficiency for magnetic imaging in STEM differential phase contrast10.1016/j.ultramic.2016.03.006 ↗
25. WRAP: A wavelet-regularised reconstruction algorithm for magnetic vector electron tomography10.1016/j.ultramic.2023.113804 ↗
26. Differential phase contrast: An integral perspective10.1103/PhysRevA.91.023805 ↗
27. Three-dimensional magnetization reconstruction from electron optical phase images with physical constraints10.1007/s11433-024-2448-6 ↗
28. Focused-electron-beam engineering of 3D magnetic nanowires10.3390/nano11020402 ↗
29. Computation of electron diffraction patterns in Lorentz electron microscopy of thin magnetic films10.1063/1.348682 ↗
30. A transmission electron microscope study of Néel skyrmion magnetic textures in multilayer thin film systems with large interfacial chiral interaction10.1038/s41598-018-23799-0 ↗
31. Imaging amperian currents by Lorentz microscopy10.1088/0022-3727/37/2/018 ↗
32. Scripting-customised microscopy tools for digital micrographTM10.1016/j.ultramic.2005.02.003 ↗
33. Model-based iterative reconstruction of magnetization using vector field electron tomography10.1109/TCI.6745852 ↗
34. Power dissipation in spintronic devices out of thermodynamic equilibrium10.1007/s10948-006-0148-9 ↗
36. Purified and crystalline three-dimensional electron-beam-induced deposits: The successful case of cobalt for high-performance magnetic nanowires10.1021/acsanm.7b00016 ↗
37. Magnetic domain-wall racetrack memory10.1126/science.1145799 ↗
38. Fast pixelated detectors in scanning transmission electron microscopy. Part II: Post-acquisition data processing, visualization, and structural characterization10.1017/S1431927620024307 ↗
39. A common-lines based method for determining orientations for N>3 particle projections simultaneously10.1016/0304-3991(96)00037-X ↗
40. Vector field electron tomography of magnetic materials: Theoretical development10.1016/j.ultramic.2007.08.002 ↗
41. Three-dimensional study of the vector potential of magnetic structures10.1103/PhysRevLett.104.253901 ↗
42. 3D reconstruction of the magnetic vector potential using model based iterative reconstruction10.1016/j.ultramic.2017.07.005 ↗
43. Ultrasmall functional ferromagnetic nanostructures grown by focused electron-beam-induced deposition10.1021/nn201517r ↗
44. Layer-by-layer growth of complex-shaped three-dimensional nanostructures with focused electron beams10.1021/acs.nanolett.9b03565 ↗
45. Quantification of magnetic surface and edge states in an FeGe nanostripe by off-axis electron holography10.1103/PhysRevLett.120.167204 ↗
46. Electron holography observation of individual ferrimagnetic lattice planes10.1038/s41586-024-07673-w ↗
47. Towards a 3-D tomographic retrieval for the air-borne limb-imager GLORIA10.5194/amt-3-1647-2010 ↗
48. scikit-image: Image processing in Python10.7717/peerj.453 ↗
49. Fourier shell correlation threshold criteria10.1016/j.jsb.2005.05.009 ↗
50. SciPy 1.0: Fundamental algorithms for scientific computing in Python10.1038/s41592-019-0686-2 ↗
51. Weyland · 2016 · 34310.1007/978-3-319-26651-0_12 ↗
52. Holographic vector field electron tomography of three-dimensional nanomagnets10.1038/s42005-019-0187-8 ↗
53. Unveiling the three-dimensional magnetic texture of skyrmion tubes10.1038/s41565-021-01031-x ↗
54. Lorentz near-field electron ptychography10.1063/5.0169788 ↗
55. Hopfion rings in a cubic chiral magnet10.1038/s41586-023-06658-5 ↗