🌀许硕Dr. Xu Education: INET 501 of Tsinghua University E-mail：xu-s19@tsinghua.org.cn Enterprise: Hefei Meyer Optoelectronic Technology INC. Location：Hefei, Anhui Languages: Chinese, English |
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🔵 Hello! 👋
I am a Ph.D. graduated from the Institute of Nuclear and New Energy Technology (INET) of Tsinghua University, where I am advised by Xincheng Xiang and Yuewen Sun.
🟠 [1] Research Interests 👁🗨
🎈 X-ray Image ; Radiography; Image Reconstruction ;
🎈 Radiation Field Calculation; Radiation Source Reverse; Inverse Method
🎈 Machine Learning ; Deep Learning ; Image Segmentation ; Image Denoising
🟡 [2] Education & Work 🎓
2015.08 - 2019.06 ： Xi’an Jiaotong University （Bachelor）
2019.08 - 2024.06 ： Tsinghua University （Ph.D.）
2024.07 - now ： Hefei Meyer Optoelectronic Technology INC. （Algorithm Engineer）
🟢 [3.1] Publications & Preprint (during Tsinghua) 📚
| ICON | ⭐ | 🌤 | 🔔 | 📝 |
|---|---|---|---|---|
| MEANING | Article | Conference | Patent | Preprint |
[1] ⭐ Xu, S.; Zhang, Y.; Li, H.; Kong, Z.; Xiang, X.; Cheng, X.; Liu, S. Deep Learning-Based Denoising in Brain Tumor CHO PET: Comparison with Traditional Approaches. Appl. Sci. 2022, 12, 5187. https://doi.org/10.3390/app12105187
[2] ⭐ Zongyang L, Huajian C, Kun H, Fangfang F, Lian C, Shuo X. Investigation on the effect of low aspect ratio on heat transfer characteristics for light metallic layer[J]. Progress in Nuclear Energy, 2021, 136: 103732. https://doi.org/10.1016/j.pnucene.2021.103732
[3] ⭐ (📝) Huaxia Zhang, Shuo Xu, Jichen Miao, Yuewen Sun* and Zhifang Wu*; Studies and Rejection of Intercrystal Crosstalk in a High-energy Photon-counting System.[J]. Journal of X-Ray Science and Technology. (Manuscript Submitted, Under Review)
[4] ⭐ ShiBo Jiang, YueWen Sun, Shuo Xu, HuaXia Zhang, ZhiFang Wu*. Semi-Supervised Segmentation of Metal-Artifact Contaminated Industrial CT Images using Improved CycleGAN.[J]. Journal of X-Ray Science and Technology. 2024;32(2):271-283. doi:10.3233/XST-230233
[5] ⭐ (📝) Shuo X;Yuewen S;Zehuan Z;Zhizheng Z;Gang C;Peng T;Xincheng X. XSformer: A Deep-learning based Method for Calculating the γ-Ray Build-Up Factor for Multilayer Shields.[J] (arXiv to be posted on) (Open Source Code on Github)
[6] ⭐ 李伟伟, 王立强, 郑健, 许硕. 圆柱法测量X射线管焦点尺寸的研究[J/OL].原子能科学技术:1-10[2022-05-22]http://kns.cnki.net/kcms/detail/11.2044.TL.20220324.1843.002.html
[7] ⭐ 李伟伟, 王立强, 许硕, 郑健. X射线管灯丝参数及其温度分布计算的研究[J/OL].真空电子技术:[2022-05-24].
[8] 🌤 Shuo X; Gang C; Weiwei L; Xincheng X. A Physics-driven X-ray Image Data Augmentation Method For Automated Threat Detection In Nuclear Facility Entrancement [C]// Proceedings of the 29th International Conference on Nuclear Engineering, ICONE 2022.
[9] 🌤 Jiahua C; Zhentao W; Shuo X. Simulation Research on the New Electrode Structure of Ionization Chamber Detector[C]// Proceedings of the 29th International Conference on Nuclear Engineering, ICONE 2022.
[10] 🌤 Yuchen Z; Shuo X; Xincheng X. Measurement Of Two-phase Flow: Static Ct System Based On Carbon Nanotubes [C]// Proceedings of the 29th International Conference on Nuclear Engineering, ICONE 2022.
[11] 🌤 G. Chen, S. Xu, T. Zeng, Y. Sun, X. Xiang. Research And Development Volume Detection System for Graphite and Carbon Components Based on Electron Linear Accelerator.[C]// 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room Temperature Semiconductor Detector Conference
[12] 🌤 Jintao Fu, Renjie Liu, Yuewen Sun, Tianchen Zeng, Haoyu Liu, Shuo Xu, Peng Cong. Research on intelligent detection of defects in HTR-PM graphite and carbon components based on deep learning.[C]// Proceedings of the 30th International Conference on Nuclear Engineering, ICONE 2023.
[13] 🌤 Tianchen Zeng, Yuewen Sun, Renjie Liu, Haoyu Liu, Shuo Xu, Gang Chen, Jintao Fu, Peng Cong. Monte Carlo-based Scatter Correction Method for CT Non-destructive Detection of Carbon/Graphite Bricks in HTGR.[C]// Proceedings of the 30th International Conference on Nuclear Engineering, ICONE 2023.
[14] 🌤 姜世博, 孙跃文, 许硕, 吴志芳.基于生成对抗网络的工业CT图像金属伪影校正方法.[J].哈尔滨工程大学学报,2022,43(12):1766-1771.
[15] 🌤 姜世博, 孙跃文, 许硕, 吴志芳.基于生成对抗网络的工业CT图像金属伪影校正方法.[C].中国核学会青年论坛暨2022中国核科学与技术博士生论坛,2023. (会议最佳论文奖)
[16] 🔔 许硕, 孙跃文, 丛鹏, 童建民, 向新程. 图像处理方法、装置、设备、存储介质和计算机程序产品：中国，202210322761.3[P].2022-03-30.
[17] 🔔 张清明, 许硕, 陈斐, 危光友, 邵壮. 一种中子剂量当量率仪的优化设计方法：中国，201811618609.X[P].2018-12-28.
[18] 🔔 许硕, 朱波，李伟伟，张良宵，朱静坤. 一种基于机器学习的饮用水加氯量优化方法：中国，202310670256.2[P].2023-06-07.
[19] 🔔 孙跃文，许硕, 丛鹏, 向新程. CT 图像的重建方法、装置、电子设备及存储介质：中国，202311337610.6[P].2023-10-16.
🟢 [3.2] Publications & Preprint (during Hefei Meyer Optoelectronic Technology INC.) 📚
[20] ⭐ Shuo Xu; Jintao Fu; Yuewen Sun*; Peng Cong; Xincheng Xiang. Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconstruction.[J]. Computers in Biology and Medicine. 2025 May 1.doi:10.1016/j.compbiomed.2025.109853
[21] ⭐ Huaxia Zhang; Shibo Jiang; Sun Yuewen; ZeHuang Zhang; Shuo Xu*. Industrial digital radiographic image denoising based on improved KBNet.[J]. Journal of X-Ray Science and Technology. 2024;32(6):1521-1534. doi: 10.3233/XST-240125.
[22] ⭐ ShiBo Jiang; Shuo Xu; YueWen Sun; ZhiFang Wu*. Research on meshing method for Industrial CT Volume Data Based on Iterative Smooth Signed Distance Surface Reconstruction.[J]. Journal of X-Ray Science and Technology. 2025;0(0). doi:10.1177/08953996241306691
[23] ⭐ Jintao Fu; Peng Cong; Shuo Xu; jiahao Chang; Ximing Liu; Yuewen Sun*. Neural Architecture Search with Deep Radon Prior for Sparse-view CT Image Reconstruction. [J].Med Phys. 2025 Feb 10. doi:10.1002/mp.17685.
[24] ⭐ Jiahao Chang; Shuo Xu; Zirou Jiang; YueWen Sun*. The deep radon prior-based stationary CT image reconstruction algorithm for two phase flow inspection.[J]. Journal of X-Ray Science and Technology. 2025;0(0).(accepted)
[25] ⭐ Jiahao Chang; Shuo Xu; Jintao Fu; Zhentao Wang; Zhifang Wu. UA-DIP: Unsupervised Image Deblurring via ADMM and Deep Image Prior. Scientific Reports. (under review)
[26] ⭐ Zirou Jiang; Shuo Xu(Co-auther); Jiahao Chang; Jichen Miao; Yuewen Sun. Mathematical Modeling and Connectivity-Enhanced Segmentation of Void Fraction in Two-Phase Flow CT images.[J]. Nuclear Inst. and Methods in Physics Research, A. (under review)
[27] ⭐ Jiahao Chang; Shuo Xu(Co-auther); Jintao Fu; Zirou Jiang; Zhentao Wang; Xincheng Xiang; Peng Cong; Yuewen Sun*. An unspervised sparse-view CT reconstruction framework using combination of iterative deep image prior and ADMM. [J]. Med Phys. (under review)
🔴 [4] others
ResearchGate: Shuo Xu
InCareer: Shuo Xu
Github: xushuo0629
Google Scholar: Shuo Xu.
Copyright © 2019~2029 ShuoXu.