邝东阳副教授到岗
近日，邝东阳副教授完成报到手续，正式入职中山大学数学学院（珠海）。
邝东阳副教授简历：
教育/学习经历：
2012.01 -2016.08 怀俄明大学 应用数学 博士 导师： Long Lee 教授
2007.09 -2011.06 中国科学技术大学 应用数学 学士 导师：邓建松 教授
工作经历：
2016.08-2017.06 美国 南犹他大学 访问助理教授
2017.09-2019.07 加拿大 渥太华大学 博士后
2019.08 – 2021.08 美国 德克萨斯大学-奥斯汀分校 博士后
研究方向：
数据分析与挖掘，交叉科学中人工智能模型的开发，应用，数学规范化及可解释性
联系方式：
邮箱：kuangdy@mail.sysu.edu.cn
发表论文
会议论文
Data-enabled Fusion Technology (DeFT): Machine Learning Tools in the Ousai Platform
Craig Michoski, David Hatch, Todd Oliver, Dongyang Kuang, Steph-Y Louis, Siwei Luo, Matthieu Vitse
2021/11/11 (to appear)
Bulletin of the American Physical Society, American Physical Society
Cycle-consistent training for Reducing Negative Jacobian Determinant
in Deep Registration Networks.
Dongyang Kuang*
Simulation and Synthesis in Medical Imaging (SASHIMI) 2019
LNCS, vol 11827, pp. 1-10, 2019.
In conjunction with MICCAI 2019, October 13, 2019, Shenzhen, China
https://doi.org/10.1007/978-3-030-32778-1 13
FAIM - A ConvNet Method for Unsupervised 3D Medical Image Registration.
Dongyang Kuang* and Tanya Schmah
Machine Learning in Medical Imaging (MLMI) 2019.
LNCS vol 11861, pp. 1-9, 2019.
In conjunction with MICCAI 2019, October 13, 2019, Shenzhen, China
https://doi.org/10.1007/978-3-030-32692-0 74
杂志论文
Dual stream neural networks for brain signal classification，Dongyang Kuang* and Craig Michoski，Journal of Neural Engineering.Volume 18. No.1. 2021.
Kinetics and mechanism of CO2 gasification of coal catalyzed by Na2CO3,F eCO3 and Na2CO3 - F eCO3，Bang Xu, Qingxi Cao, Dongyang Kuang, Khaled.A.M.Gasem, Hertanto Adidharma, Dong Ding and Maohong, Fan*.Journal of the Energy Institute. Volume 93, Issue 3, pp 922-933, 2020
Landmark-based algorithms for group average and pattern recognition.Snehalata Huzurbazar, Dongyang Kuang and Long Lee*,Pattern Recognition,Volume 86, pp 172-187. 2019
Some optional methods of activation energy determination on pyrolysis,Bang Xu and Dongyang Kuang*,Kinetics and Catalysis.Volume 60. No. 2. 137-146. 2019.
Predicting kinetic triplets using a 1d convolutional neural network.Dongyang Kuang and Bang Xu*,Thermochimica Acta,Volume 669, pp 8-15. 2018
A geodesic landmark shooting algorithm for template matching and its applications.Roberto Camassa, Dongyang Kuang* and Long Lee,SIAM Journal on Imaging Sciences.
Volume 10, Issue 1, pp 303-334. 2017
Characterization of Powder River Basin coal pyrolysis with cost-effective and environmentally friendly composite Na-Fe catalysts in a thermogravimetric analyzer and a fixed-bed reactor,Bang Xu, Dongyang Kuang, Fangjing Liu, Wenyang Lu, Alexander K.Goroncyc, Ting He, Khaled Gasem and Maohong Fan*
International Journal of Hydrogen Energy.Volume 43, Issue 14, pp 6918-6935. 2018
Solitary waves and N-particle algorithms for a class of Euler-Poincaré equations. (Highlights of the Year 2016)
Roberto Camassa, Dongyang Kuang* and Long Lee,Studies in Applied Mathematics.Volume 137, Issue 4. pp 502-546. 2016
A conservative formulation and a numerical algorithm for the double gyre nonlinear shallow-water model,Dongyang Kuang and Long Lee*,Numerical Mathematics: Theory, Methods and Applications.Volume 8. Issue. 4. pp 634-650. 2015.
学术活动
22nd International Conference on Medical Image Computing and computer assisted Intervention (MICCAI 2019) Shenzhen, China, 2019.10
Shape Analysis, Stochastic Geometric Mechanics and Applied Optimal Transport. Banff International Research Station, Alberta, Canada, 2018.12
32nd Conference on Neural Information Processing Systems (NeurIPS) Montreal, Quebec, Canada. 2018.12
NRC-Ottawa Industrial Problem Solving Workshop. Fields Institute - Canada National Research Council - University of Ottawa, Canada 2018.05
Geometric PDEs and Their Approximation. Texas A&M Univ., College Station, Texas, US. 2016.01
Rocky Mountain Mathematics Consortium (RMMC)
- Functional Analytic and Statistical Methods in Error Prediction with Applications. Univ. of Wyoming, Laramie, Wyoming, US. 2016.06
Rocky Mountain Mathematics Consortium (RMMC)
- Stochastic Differential Equations. Univ. of Wyoming, Laramie, Wyoming, US. 2014.06
