DeepSTEM: Copilot for STEM Z-contrast Imaging and STEM-EELS Data Processing and Analysis

DeepSTEM is an open-source AI copilot for STEM Z-Contrast imaging and STEM-EELS data processing and analysis.

• High-precision chemical characterization with scanning transmission electron microscopy
• Structural analysis and physical properties of amorphous monolayer carbon: r-VAE method
• Isotope discrimination with atomic resolution: EELS denoising with machine learning

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STEM Overview

Denoising Performance

Localization Performance

Rediscovery of Ring Types in Amorphous Carbon