Electron microscopy studies of soft nanomaterials
This review highlights recent efforts on applying electron microscopy (EM) to soft (including
biological) nanomaterials. We will show how developments of both the hardware and …
biological) nanomaterials. We will show how developments of both the hardware and …
Informatics and data science in materials microscopy
PM Voyles - Current Opinion in Solid State and Materials Science, 2017 - Elsevier
The breadth, complexity, and volume of data generated by materials characterization using
various forms of microscopy has expanded significantly. Combined with increases in …
various forms of microscopy has expanded significantly. Combined with increases in …
[HTML][HTML] Implementing an accurate and rapid sparse sampling approach for low-dose atomic resolution STEM imaging
While aberration correction for scanning transmission electron microscopes (STEMs)
dramatically increased the spatial resolution obtainable in the images of materials that are …
dramatically increased the spatial resolution obtainable in the images of materials that are …
Decoding crystallography from high-resolution electron imaging and diffraction datasets with deep learning
While machine learning has been making enormous strides in many technical areas, it is still
massively underused in transmission electron microscopy. To address this, a convolutional …
massively underused in transmission electron microscopy. To address this, a convolutional …
Sub-sampled imaging for STEM: Maximising image speed, resolution and precision through reconstruction parameter refinement
Sub-sampling during image acquisition in scanning transmission electron microscopy
(STEM) has been shown to provide a means to increase the overall speed of acquisition …
(STEM) has been shown to provide a means to increase the overall speed of acquisition …
Development of a fast electromagnetic beam blanker for compressed sensing in scanning transmission electron microscopy
The concept of compressed sensing was recently proposed to significantly reduce the
electron dose in scanning transmission electron microscopy (STEM) while still maintaining …
electron dose in scanning transmission electron microscopy (STEM) while still maintaining …
Applying compressive sensing to TEM video: a substantial frame rate increase on any camera
One of the main limitations of imaging at high spatial and temporal resolution during in-situ
transmission electron microscopy (TEM) experiments is the frame rate of the camera being …
transmission electron microscopy (TEM) experiments is the frame rate of the camera being …
Flexible STEM with simultaneous phase and depth contrast
Recent advances in scanning transmission electron microscopy (STEM) have rekindled
interest in multi-channel detectors and prompted the exploration of unconventional scan …
interest in multi-channel detectors and prompted the exploration of unconventional scan …
[HTML][HTML] Framework of compressive sensing and data compression for 4D-STEM
Abstract Four-dimensional Scanning Transmission Electron Microscopy (4D-STEM) is a
powerful technique for high-resolution and high-precision materials characterization at …
powerful technique for high-resolution and high-precision materials characterization at …
Spatial and spectral dynamics in STEM hyperspectral imaging using random scan patterns
The evolution of the scanning modules for scanning transmission electron microscopes
(STEM) allows now to generate arbitrary scan pathways, an approach currently explored to …
(STEM) allows now to generate arbitrary scan pathways, an approach currently explored to …