How scanning probe microscopy can be supported by artificial intelligence and quantum computing?
Abstract The impact of Artificial Intelligence (AI) is rapidly expanding, revolutionizing both
science and society. It is applied to practically all areas of life, science, and technology …
science and society. It is applied to practically all areas of life, science, and technology …
Training Neural Networks to Classify Chiral Nanoparticle Stereopairs Using Weakly Labelled Datasets
As the interest in using machine learning techniques for electron microscopy grows so does
the need for labeled datasets and automated labeling strategies. Here we exploit the nature …
the need for labeled datasets and automated labeling strategies. Here we exploit the nature …
Improving Nanoparticle Size Estimation from Scanning Transmission Electron Micrographs with a Multislice Surrogate Model
H Eliasson, R Erni - Nano Letters, 2025 - ACS Publications
The computational cost of simulating scanning transmission electron microscopy (STEM)
images limits the curation of large enough data sets to train accurate and robust machine …
images limits the curation of large enough data sets to train accurate and robust machine …
Streaming Large-Scale Microscopy Data to a Supercomputing Facility
Data management is a critical component of modern experimental workflows. As data
generation rates increase, transferring data from acquisition servers to processing servers …
generation rates increase, transferring data from acquisition servers to processing servers …
Automatic beam optimization method for scanning electron microscopy based on electron beam Kernel estimation
Abstract Scanning Electron Microscopy (SEM) leverages electron wavelengths for
nanoscale imaging, necessitating precise parameter adjustments like focus, stigmator, and …
nanoscale imaging, necessitating precise parameter adjustments like focus, stigmator, and …
[HTML][HTML] Statistical 3D morphology characterization of vaterite microspheres produced by engineered Escherichia coli
Hollow vaterite microspheres are important materials for biomedical applications such as
drug delivery and regenerative medicine owing to their biocompatibility, high specific …
drug delivery and regenerative medicine owing to their biocompatibility, high specific …
[HTML][HTML] Uncovering the three-dimensional structure of upconverting core–shell nanoparticles with multislice electron ptychography
In photon upconverting core–shell nanoparticles, structure strongly dictates performance.
Typical imaging in scanning transmission electron microscopy has sufficient resolution to …
Typical imaging in scanning transmission electron microscopy has sufficient resolution to …
Towards Autonomous Experiments by Connecting High Performance Microscopy with High Performance Computing
The digitization of controls, data, and analysis in microscopy is bringing the idea of
autonomous microscopes closer to reality than ever before. Automated transmission …
autonomous microscopes closer to reality than ever before. Automated transmission …
Automated High-Resolution Phase-Contrast Scanning Transmission Electron Microscopy
Scanning transmission electron microscopy is a key tool for characterizing material structure
and composition at atomic scales [1]. More recently, the development of high-speed …
and composition at atomic scales [1]. More recently, the development of high-speed …
Unraveling the Myths and Mysteries of Photon Avalanching Nanoparticles
Photon avalanching (PA) nanomaterials exhibit some of the most nonlinear optical
phenomena reported for any material, allowing them to push the frontiers of applications …
phenomena reported for any material, allowing them to push the frontiers of applications …