NGUYEN ANH TUAN
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Ph.D. (Science, University of Antwerp, Belgium, expected 2025)
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M.Sc. (Applied Mathematics – Scientific Computing, University of Lille, France, 2016)
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B.Sc. (Mathematics, VNU University of Science, Vietnam, 2015)
Mr. Nguyen Anh Tuan is a Lecturer at Phenikaa University since August 2024 and concurrently a Researcher at the University of Antwerp, Belgium. His expertise lies in dynamic computed tomography, image reconstruction, and scientific computing. He has held research roles at the University of Toulouse and led data science innovation as Chief Data Officer at Silverhead S.A.S in Paris. His earlier R&D engineering experience at Viettel Group adds a practical edge to his academic contributions.
Mr. Tuan’s research includes advanced imaging techniques, motion-compensated tomography, and reinforcement learning in dynamic spectrum access. He actively mentors student research, programming clubs, and capstone projects, and contributes to international collaborative projects funded by the French ANR and Belgian FWO.
RESEARCH INTERESTS
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Dynamic Computed Tomography and Image Reconstruction
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Scientific Computing and Optimization Algorithms
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Deep Reinforcement Learning for Wireless Communications
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Motion-Compensated Imaging and 4D-XCT Techniques
SELECTED PUBLICATIONS
- -T. Nguyen, J. Renders, D. Iuso, Y. Maris, T.-D. To, J. Sijbers, and J. De Beenhouwer, “SAMCIRT: A simultaneous reconstruction and sffine Motion compensation technique for four dimensional computed tomography (4DCT)”, first version:arXiv:2402.04480, in revision for resubmission to the SIAM Journal on Imaging Sciences.
- Renders, B. Jeurissen, A.-T. Nguyen, J. De Beenhouwer, and J. Sijbers, “ImWIP: open-source image warping toolbox with adjoints and derivatives”, SoftwareX , vol. 24, pp. 101524, (2023).
- A.-T. Nguyen, J. Renders, J. De Beenhouwer, and J. Sijbers, “Region-based motion-corrected iterative reconstruction technique for dynamic computed tomography”, in the Proceeding of the 20th IEEE International Symposium on Biomedical Imaging (ISBI), Cartagena de Indias, Colombia, (2023).
- A.-T. Nguyen, J. Renders, J. Soete, M. Wevers, J. Sijbers, and J. De Beenhouwer, “An accelerated motion-compensated iterative reconstruction technique for dynamic computed tomography”, in the Proceeding of the SPIE 12242, Developments in X-Ray Tomography XIV, 122421F, San Diego, CA, United States, (2022).
- A.-T. Nguyen, J. Renders, J. Soete, M. Wevers, J. Sijbers, and J. De Beenhouwer, Analytic derivatives of scaling motion-compensated projection operators for dynamic computed tomography, e-Journal of Nondestructive Testing, vol. 27, no. 3, pp. 1-5, (2022).
- J. Renders, A.-T. Nguyen, J. De Beenhouwer, and J. Sijbers, “Motion compensating X-ray micro-CT of diamonds in a processing stage”, presented at the 31st International Conference on Diamond and Carbon Materials (ICDCM), Mallorca, Spain, (2021).
- Ha Q. Nguyen, Binh T. Nguyen, Trung Q. Dong, Dat T. Ngo and Tuan A. Nguyen, “Deep Q-learning with multiband sensing for dynamic spectrum access”, in the Proceeding of the 2018 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), Seoul, Korea, (2018).
PROFESSIONAL CERTIFICATIONS
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Certificate in Coaching Skills for Undergraduate Teaching, HNUE
COURSES TAUGHT
- EEE703091 – Image Processing
15 Floor, A9 Building
Phenikaa University
Nguyen Van Trac, Yen Nghia
Ha Noi, Viet Nam