王东
职务/职称
研究科学家
教育背景
本科（四川大学数学学院数学与应用数学试验班）
应用数学方向博士（香港科技大学数学系）
研究领域
计算流体力学；计算材料科学；图像处理；优化；机器学习
学术领域
数学与应用数学
个人网站
https://mypage.cuhk.edu.cn/academics/wangdong/
电子邮件
wangdong@cuhk.edu.cn
个人简介
王东教授主要研究兴趣包括计算流体力学、计算材料科学、图像处理、优化、及机器学习。他的博士毕业论文“阈值动力学方法：理论、算法、及应用”获2018年香港数学学会最佳论文奖及2018年国际华人数学家大会新世界数学奖优胜奖。王东博士与合作者提出的应用于图像分割的卷积迭代阈值方法的论文曾获2018年东亚工业与应用数学学会最佳论文奖，目前已在数学与物理、生物及数据科学等交叉领域包括SIAM Journal on Applied Mathematics、Journal of Computational Physics、Mathematics of Computation、 SIAM Journal on Mathematics of Data Science 等国际顶级期刊发表论文数十篇。
学术著作
1. Dong Wang, An efficient unconditionally stable method for computing Dirichlet partitions in arbitrary domains, to appear in SIAM J. Sci. Comput., 2022.
2. Dong Wang* and Xiao-Ping Wang, The iterative convolution-thresholding method (ICTM) for image segmentation, Pattern Recognit., 130, 108794, 2022.
3. Wei Hu, Dong Wang, and Xiao-Ping Wang, An efficient iterative method for the formulation of flow networks, Commun. Comput. Phys., 31, pp. 1317-1340， 2022.
4. Ruijian Han, Braxton Osting, Dong Wang, and Yiming Xu, Probabilistic methods for approximate archetypal analysis, Information and Inference: A Journal of the IMA, iaac008, 2022.
5. Huangxin Chen, Haitao Leng, Dong Wang, and Xiao-Ping Wang*, An efficient threshold dynamics method for topology optimization for fluids, CSIAM Trans. Appl. Math., 3, pp. 26-56, 2022.
6. Haitao Leng, Dong Wang, Huangxin Chen, and Xiao-Ping Wang*, An iterative thresholding method for topology optimization for the Navier-Stokes flow, Recent Advances in Industrial and Applied Mathematics. SEMA SIMAI Springer Series, vol 1. Springer, Cham., 2022.
7. Jun Ma, Dong Wang*, Xiao-Ping Wang, and Xiaoping Yang*, A characteristic function-based algorithm for geodesic active contours , SIAM J. Imaging Sci. Vol 14, No.3, 1184-1205, 2021.
8. Zhiyong Luo+, Dong Wang+, Kai-Xuan Chen, Lingqi Huang, Xiangyang Liu, Qi Zhang, He Zhu*, Shiping Zhu*, Metal Oxy-hydroxides with a hierarchical and hollow structure for highly efficient solar-thermal water evaporation, ACS Appl. Mater. Interfaces, 2021, 13, 23, 27726–27733. ([+]: Co-first authors)
9. Dong Wang*, An efficient iterative method for reconstructing surface from point clouds, J. Sci. Comput., 87：38, 2021.
10. Braxton Osting*, Dong Wang, Yiming Xu, and Dominique Zosso, Consistency of Archetypal Analysis, SIAM J. Math. Data Sci., 3(1), 1–30,2021.
11. Braxton Osting* and Dong Wang, A diffusion generated motion for orthogonal matrix-valued fields, Math. Comp. 89, 515-550, 2020.
12. Braxton Osting* and Dong Wang, Diffusion generated methods for denoising target-valued images, AIMS Inverse Probl. Imag., 14(2): 205-232, 2020.
13. Dong Wang*, Shidong Jiang, and Xiao-Ping Wang, An efficient boundary integral scheme for the threshold dynamics method II: applications to wetting dynamics, J. Sci. Comput., 81(3), 1860-1881, 2019.
14. Dong Wang, Braxton Osting*, and Xiao-Ping Wang, Interface dynamics for an Allen-Cahn-type equation governing a matrix-valued field, Multiscale Model. Sim., 17(4), 12521273, 2019.
15. Dong Wang, Andrej Cherkaev, and Braxton Osting*, Dynamics and stationary configurations of heterogeneous foams, PLoS ONE 14(4): e0215836, 2019.
16. Dong Wang, Xiao-Ping Wang*, and Xianmin Xu, An improved threshold dynamics method for wetting dynamics, J. Comput. Phys., 392, 291–310, 2019.
17. Dong Wang and Braxton Osting*, A diffusion generated method for computing Dirichlet partitions, J. Comput. Appl. Math., 351, 302–316, 2019.
18. Shidong Jiang*, Dong Wang, and Xiao-Ping Wang, An efficient boundary integral scheme for the MBO threshold dynamics method via NUFFT, J. Sci. Comput., 74(1), 474–490, 2018.
19. Dong Wang, Haohan Li, Xiaoyu Wei, and Xiao-Ping Wang*, An efficient iterative thresholding method for image segmentation, J. Comput. Phys., 350, 657–667, 2017.
20. Dong Wang, Xiao-Ping Wang*, and Yaguang Wang, The dynamics of three-phase triple junction and contact line, SIAM J. Appl. Math., 77(5), 1805–1826, 2017.
21. Xianmin Xu, Dong Wang, and Xiao-Ping Wang*, An efficient threshold dynamics method for wetting on rough surfaces, J. Comput. Phys., 330, 510–528, 2017.
