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Filtering by: Author Koji Harano Publisher Springer Science and Business Media LLC

Unsupervised machine learning combined with 4D scanning transmission electron microscopy for bimodal nanostructural analysis

Description/Abstract:

Unsupervised machine learning techniques have been combined with scanning transmission electron microscopy (STEM) to enable comprehensive...

Keyword:

4D-STEM, Hierachical Clustering, Metallic Glass, Non-negative Matrix Factorization, Scanning Transmission Electron Microscopy, and Unsupervised Machine Learning

Resource Type:

Article

Author:

Koji Kimoto, Jun Kikkawa, Koji Harano, Ovidiu Cretu, Yuki Shibazaki, and Fumihiko Uesugi

Journal:

Scientific Reports

Date Uploaded:

15/02/2024
Time-resolved imaging and analysis of the electron beam-induced formation of an open-cage metallo-azafullerene

Description/Abstract:

The bottom-up synthesis of strained hollow cage structures, such as fullerenes, using traditional thermal or photochemical methods remain...

Keyword:

DFT-modeling, cinematic chemistry, molecular imaging, radiation chemistry, single-molecule dynamics, and transmission electron microscopy

Resource Type:

Article

Author:

Helen Hoelzel, Sol Lee, Konstantin Yu. Amsharov, Norbert Jux, Koji Harano, Eiichi Nakamura, and Dominik Lungerich

Journal:

Nature Chemistry

Date Uploaded:

05/01/2024