Electron Microscopy in the Age of Automation

Electron Microscopy in the Age of Automation | Feature | PNNL

PNNL's data-infused approach to electron microscopes' use in scientific experimentation will help researchers and industry interpret large ...

Electron microscopy in the age of automation | College of Arts and ...

"Many of the greatest challenges of our time, from clean energy to environmental justice, require new approaches to the craft of scientific experimentation.

Evaluating Stage Motion for Automated Electron Microscopy

Precise control is an essential and elusive quality of emerging self-driving transmission electron microscopes (TEMs). It is widely understood these instruments ...

Electron microscopy: from the dark ages to a bright future - FocalPlane

Good sample preparation is, as every microscopist knows, the key to delivering sound results from an imaging experiment. In the digital age, ...

Automating Electron Microscopy with AI – DSI

Using machine learning to develop a fully automated electron microscopy workflow to greatly increase data acquisition and analysis throughput by ...

Leveraging Automation in Electron Microscopy Applications

The invention of the electron microscope in 1931 ushered in a new era of science. For the first time, scientists could see atoms when ...

Automation in Single-Particle Electron Microscopy - ScienceDirect.com

Throughout the history of single-particle electron microscopy (EM), automated technologies have seen varying degrees of emphasis and development, usually ...

Automated microscopy: 4D STEM and physics discovery | ORNL

Over the last two decades, aberration-corrected scanning transmission electron microscopy (STEM) has become the mainstay of condensed matter physics, ...

Machine learning in electron microscopy for advanced ...

Machine learning and artificial intelligence are answering this call providing powerful resources towards automation, exploration, and ...

A new paradigm in electron microscopy: Automated microstructure ...

Over the past half century, the transmission electron microscope enabled insight into the fundamental arrangements and structures of materials.

Nanocartography in the Age of Automated TEM

Electron microscopy is no different from any other high-end, advanced scientific field that will someday be controlled by complex, automated algorithms. The ...

Evaluating Stage Motion for Automated Electron Microscopy

Precise control is an essential and elusive quality of emerging self-driving transmission electron microscopes (TEMs). It is widely understood these ...

Evaluating Stage Motion for Automated Electron Microscopy

Precise control is an essential and elusive quality of emerging self-driving transmission electron microscopes (TEMs).

Automation in single-particle electron microscopy connecting the ...

Throughout the history of single-particle electron microscopy (EM), automated technologies have seen varying degrees of emphasis and development, ...

Artificial-Intelligence-Guided Transmission Electron Microscope ...

... automation to probe the building blocks of matter with ... Artificial-Intelligence-Guided Transmission Electron Microscope (AutoEM).

Overcoming the challenges of large-scale electron microscopy - Blog

The need for increased throughput, reliability and automation of electron microscopy reveals the need for a drastic new approach to large-scale ...

Automating Electron Microscopy through Machine Learning and ...

Abstract ; Type: Full System and Workflow Automation for Enabling Big Data and Machine Learning in Electron Microscopy ; Information. Microscopy ...

An Automated Scanning Transmission Electron Microscope Guided ...

HubEM passes instrument data to WizEM for few-shot ML analysis and receives analyzed data back for stor- age and real-time visualization. WizEM is a few-shot ML ...

An Automated Scanning Transmission Electron Microscope Guided ...

Scanning transmission electron microscopy (STEM), a cornerstone of the study of chemical and materials systems, stands to benefit greatly from ...

Workflow Automation in SEM Analysis - Nanoscience Instruments

Scanning electron microscopy (SEM) is an extremely versatile analytical technique that produces high-resolution images by scanning a focused electron beam ...