Deep learning in electron microscopy
JM Ede - Machine Learning: Science and Technology, 2021 - iopscience.iop.org
Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …
microscopy. This review paper offers a practical perspective aimed at developers with …
Quantifying transmission electron microscopy irradiation effects using two-dimensional materials
Recent advances in transmission electron microscopy instrumentation have made it an
indispensable technique for atomic-scale materials characterization. Concurrently, the …
indispensable technique for atomic-scale materials characterization. Concurrently, the …
Ohmic contact engineering for two-dimensional materials
One of the major areas of semiconductor device research is the development of transparent
or ohmic contacts between semiconductors and metal electrodes for the efficient injection of …
or ohmic contacts between semiconductors and metal electrodes for the efficient injection of …
Patterning metal contacts on monolayer MoS2 with vanishing Schottky barriers using thermal nanolithography
Two-dimensional semiconductors, such as molybdenum disulfide (MoS2), exhibit a variety
of properties that could be useful in the development of novel electronic devices. However …
of properties that could be useful in the development of novel electronic devices. However …
Formation of Defects in Two-Dimensional MoS2 in the Transmission Electron Microscope at Electron Energies below the Knock-on Threshold: The Role of Electronic …
Production of defects under electron irradiation in a transmission electron microscope (TEM)
due to inelastic effects has been reported for various materials, but the microscopic …
due to inelastic effects has been reported for various materials, but the microscopic …
Deep learning enabled strain map** of single-atom defects in two-dimensional transition metal dichalcogenides with sub-picometer precision
Two-dimensional (2D) materials offer an ideal platform to study the strain fields induced by
individual atomic defects, yet challenges associated with radiation damage have so far …
individual atomic defects, yet challenges associated with radiation damage have so far …
1D p–n Junction Electronic and Optoelectronic Devices from Transition Metal Dichalcogenide Lateral Heterostructures Grown by One‐Pot Chemical Vapor …
Lateral heterostructures of dissimilar monolayer transition metal dichalcogenides provide
great opportunities to build 1D in‐plane p–n junctions for sub‐nanometer thin low‐power …
great opportunities to build 1D in‐plane p–n junctions for sub‐nanometer thin low‐power …
High optical quality of MoS2 monolayers grown by chemical vapor deposition
Chemical vapor deposition (CVD) allows growing transition metal dichalcogenides (TMDs)
over large surface areas on inexpensive substrates. In this work, we correlate the structure of …
over large surface areas on inexpensive substrates. In this work, we correlate the structure of …
Tunable free-electron X-ray radiation from van der Waals materials
Tunable sources of X-ray radiation are widely used for imaging and spectroscopy in
fundamental science, medicine and industry. The growing demand for highly tunable, high …
fundamental science, medicine and industry. The growing demand for highly tunable, high …
Towards atomically precise manipulation of 2D nanostructures in the electron microscope
Despite decades of research, the ultimate goal of nanotechnology—top-down manipulation
of individual atoms—has been directly achieved with only one technique: scanning probe …
of individual atoms—has been directly achieved with only one technique: scanning probe …