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000916761 1001_ $$00000-0001-6424-9102$$aBertoni, Giovanni$$b0$$eCorresponding author
000916761 245__ $$aNear-real-time diagnosis of electron optical phase aberrations in scanning transmission electron microscopy using an artificial neural network
000916761 260__ $$aAmsterdam$$bElsevier Science$$c2023
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000916761 520__ $$aThe key to optimizing spatial resolution in a state-of-the-art scanning transmission electron microscope is the ability to measure and correct for electron optical aberrations of the probe-forming lenses precisely. Several diagnostic methods for aberration measurement and correction have been proposed, albeit often at the cost of relatively long acquisition times. Here, we illustrate how artificial intelligence can be used to provide near-real-time diagnosis of aberrations from individual Ronchigrams. The demonstrated speed of aberration measurement is important because microscope conditions can change rapidly. It is also important for the operation of MEMS-based hardware correction elements, which have less intrinsic stability than conventional electromagnetic lenses.
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000916761 536__ $$0G:(EU-Grant)823717$$aESTEEM3 - Enabling Science and Technology through European Electron Microscopy (823717)$$c823717$$fH2020-INFRAIA-2018-1$$x1
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000916761 7001_ $$0P:(DE-HGF)0$$aRotunno, Enzo$$b1$$eCorresponding author
000916761 7001_ $$0P:(DE-HGF)0$$aMarsmans, Daan$$b2
000916761 7001_ $$0P:(DE-HGF)0$$aTiemeijer, Peter$$b3
000916761 7001_ $$0P:(DE-Juel1)157886$$aTavabi, Amir H.$$b4$$ufzj
000916761 7001_ $$0P:(DE-Juel1)144121$$aDunin-Borkowski, Rafal E.$$b5$$ufzj
000916761 7001_ $$0P:(DE-HGF)0$$aGrillo, Vincenzo$$b6
000916761 773__ $$0PERI:(DE-600)1479043-9$$a10.1016/j.ultramic.2022.113663$$gVol. 245, p. 113663 -$$p113663 -$$tUltramicroscopy$$v245$$x0304-3991$$y2023
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