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Explainable Deep Learning for TEM-Based Classification of Carbon Nanoparticles: A ResNet50 Transfer Learning Approach

2025-08-26

Abstract excerpt

<title>Abstract</title> <p>Precise and explainable nanoparticle categorization from Transmission Electron Microscopy (TEM) images is critical for nanotechnology material assessment and quality checking. Cutting-edge automated methods suffer from limited annotated datasets and high morphological heterogeneity, making it challenging to model generalization and robustness. In this paper, an efficient focused deep le...

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Literature Corpus work: d7baf8be-b8ff-5ba0-a28e-1a7b63e02be2
DOI: 10.21203/rs.3.rs-7437155/v1

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