TEMImageNet, AtomSegNet and TomoFillNet, open-source libraries and models that enable defect localization in 2D and 3D atomic resolution images
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Abstract
Huolin Xin, Chad Manson, Chunyang Wang; TEMImageNet, AtomSegNet and TomoFillNet, open-source libraries and models that enable defect localization in 2D and
Only a short abstract or summary was supplied by the source.
Source: openalex_inverted_index · Quality: short
Research context
OpenAlex topics: Electron and X-Ray Spectroscopy Techniques · Advanced X-ray and CT Imaging · Advanced Materials Characterization Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (5)
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1. Wang · Advanced Intelligent Systems · 2020 · 2
2. [1] TEMImageNet Training Library and AtomSegNet Deep-Learning Models for High-Precision Atom Segmentation, Localization, Denoising, and Deblurring of Atom-Resolution Images, Lin, R , Zhang, R , Wang, C , Yang, X , Xin, HL , Scientific Reports, in press
3. [3] Three-Dimensional Atomic Structure of Grain Boundaries Resolved by Atomic-Resolution Electron Tomography, Wang, Chunyang , Duan, Huichao , Chen, Chunjin , Wu, Peng , Qi, Dongqing , Ye, Hengqiang , Jin, Hai-Jun , Xin, Huolin L. , Du, Kui , Matter, 3, 1999– 2011 (2020)10.1016/j.matt.2020.09.003 ↗
4. [5] This presentation is based on materials that is primarily is supported by H.L.X.'s startup funding and the Early Career Research Program, Materials Science and Engineering Divisions, Office of Basic Energy Sciences of the U.S. Department of Energy, under award no. DE-SC0021204 (program manager Dr. Jane Zhu). C.M.'s effort was supported by the UC Irvine MRSEC, Center for Complex and Active Materials, under National Science Foundation award DMR-2011967
5. Ding · Scientific Reports · 2019 · 9 · 1280310.1038/s41598-019-49267-x ↗