Hackaday

Homebrew Electron Beam Lithography With A Scanning Electron Microscope

If you want to build semiconductors at home, it seems like the best place to start might be to find a used scanning electron microscope on eBay. At least that’s how [Peter Bosch] kicked off his ...
Nature

Deep convolutional neural networks to restore single-shot electron microscopy images

The quality of modern electron microscopes, such as SEM, STEM, and TEM, has greatly improved. However, the quality of the experimental images produced by these instruments is often compromised by ...
C&EN

Clear electron microscope images, less damage

Scanning transmission electron microscopy, or STEM, is a powerful imaging technique that enables researchers to study a material’s morphology, composition, and bonding behavior at the angstrom scale.
Nature

A robust synthetic data generation framework for machine learning in high-resolution transmission electron microscopy (HRTEM)

Machine learning (ML) methods promise to accurately and automatically analyze large datasets at high-speeds, revolutionizing our materials characterization workflows. Many state-of-the-art ML tools ...