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Synthetic Data in Quantitative Scanning Probe Microscopy [PDF]
Nanomaterials, 2021 Synthetic data are of increasing importance in nanometrology. They can be used for development of data processing methods, analysis of uncertainties and estimation of various measurement artefacts.
David Nečas, Petr Klapetek
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Control theory for scanning probe microscopy revisited [PDF]
Beilstein Journal of Nanotechnology, 2014 We derive a theoretical model for studying SPM feedback in the context of control theory. Previous models presented in the literature that apply standard models for proportional-integral-derivative controllers predict a highly unstable feedback ...
Julian Stirling
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Operando Scanning Electrochemical Probe Microscopy during Electrocatalysis
Chemical Reviews, 2023 Scanning electrochemical probe microscopy (SEPM) techniques can disclose the local electrochemical reactivity of interfaces in single-entity and sub-entity studies.
, Wolfgang Schuhmann, Corina Andronescu
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The role of convolutional neural networks in scanning probe microscopy: a review. [PDF]
Beilstein J Nanotechnol, 2021 Progress in computing capabilities has enhanced science in many ways. In recent years, various branches of machine learning have been the key facilitators in forging new paths, ranging from categorizing big data to instrumental control, from materials ...
Azuri I +4 more
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Autonomous scanning probe microscopy investigations over WS2 and Au{111} [PDF]
npj Computational Materials, 2022 Individual atomic defects in 2D materials impact their macroscopic functionality. Correlating the interplay is challenging, however, intelligent hyperspectral scanning tunneling spectroscopy (STS) mapping provides a feasible solution to this technically ...
John C. Thomas +16 more
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Scanning Probe Microscopy controller with advanced sampling support [PDF]
HardwareX, 2023 A low-cost Digital Signal Processor (DSP) unit for advanced Scanning Probe Microscopy measurements is presented. It is based on Red Pitaya board and custom built electronic boards with additional high bit depth AD and DA converters.
Miroslav Valtr +6 more
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Scanning Probe Microscopy Techniques for Studying the Cell Glycocalyx [PDF]
Cells, 2023 The glycocalyx is a brush-like layer that covers the surfaces of the membranes of most cell types. It consists of a mixture of carbohydrates, mainly glycoproteins and proteoglycans.
Dmitry Kolesov +7 more
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Binary-state scanning probe microscopy for parallel imaging [PDF]
Nature Communications, 2022 High-throughput imaging has generally been challenging for scanning probe microscopy techniques. Here, the authors introduce binary-state scanning probe microscopy, which uses a cantilever-free elastomeric probes and a hierarchical measurement ...
Gwangmook Kim +8 more
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Granular Hall Sensors for Scanning Probe Microscopy [PDF]
Nanomaterials, 2021 Scanning Hall probe microscopy is attractive for minimally invasive characterization of magnetic thin films and nanostructures by measurement of the emanating magnetic stray field.
Roland Sachser +3 more
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Explainability and human intervention in autonomous scanning probe microscopy [PDF]
Patterns, 2023 Summary: The broad adoption of machine learning (ML)-based autonomous experiments (AEs) in material characterization and synthesis requires strategies development for understanding and intervention in the experimental workflow.
Yongtao Liu +3 more
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