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DeepSTEM research series

Machine-Learning Denoising for Vibrational STEM-EELS

Machine-learning denoising for three-dimensional vibrational STEM-EELS spectrum-image data.

Machine-Learning Denoising for Vibrational STEM-EELS

Overview

Context: Undergraduate thesis research at the University of Chinese Academy of Sciences, advised by Prof. Wu Zhou.

We use machine-learning methods designed for three-dimensional spectrum-image data to denoise vibrational STEM-EELS measurements.

This project is part of the DeepSTEM research series. Further technical details and results will be shared after publication.