教育背景
2001.08 - 2006.08 美国纽约州立大学石溪分校大气与海洋学院 博士
1998.09 - 2001.07 中国科学院南海海洋研究所 硕士研究生
1994.09 - 1998.07 厦门大学海洋系 理学学士
工作经历
2018.09 – present 中山大学大气科学学院 教授
2011.07 - 2018.08 北京大学物理学院大气海洋科学系 “百人计划”教授
2009.01 - 2011.06 美国麻省理工学院地球行星大气科学系 研究员II级
2006.09 - 2008.12 美国麻省理工学院地球行星大气科学系 博士后
研究方向
台风-海洋相互作用,数值模拟,资料同化,人工智能在气象科学的应用
代表性成果
(1) Jiang G.-Q. J. Xu and J. Wei* 2018: A deep-learning algorithm of neural network for the parameterization of typhoon-ocean feedback in typhoon forecast models. Geophys. Res. Lett., Vol.45. doi:10.1002/2018GL077004.
(2) Li M.-T.*, A. Gordon, J. Wei, L. K. Gruenburg, G.-Q. Jiang 2018: Multi-decadal timeseries of the Indonesian throughflow. Dynamics of Atmosphere and Oceans, Vol. 81, 84-95.
(3) Wei J.*, X. Liu and G. Jiang 2018: Parameterizing Sea Surface Temperature Cooling Induced by Tropical Cyclones using a multivariate linear regression model. Acta Oceanologica Sinica. Vol. 37, 1-10. DOI: 10.1007/s13131-018-1153-0
(4) Hu, Z, D-P Wang, J. Wei and M-T Li, 2017: Episodic surface intrusions in the Yellow Sea during relaxation of northerly winds. J. Geophys. Res – Oceans, doi: 10.1002/2017JC012830
(5) Wei J.*, G. Jiang†, X. Liu† and H. Wang, 2017. Parameterization of typhoon-induced ocean cooling using temperature-equation and machine-learning algorithms: An example of typhoon Soulik (2013). Ocean Dynamics. doi: 10.1007/s10236-017-1082-z
(6) Wei J.*, M. Li, P. Malanotte-Rizzoli, A. L. Gordon and D. Wang, 2016b. Opposite variability of Indonesian Throughflow and South China Sea Throughflow in the Sulawesi Sea. J. Phys. Oceanogr., 46, 3165-3180.
(7) Wei, J.* and Paola Malanotte-Rizzoli, M. Li and H. Wang, 2016a. Decomposition of thermal and dynamical changes in the South China Sea induced by boundary forcing and surface fluxes during 1970 – 2000. J. Geophys. Res, 121, 1-20, doi:10.1002/2016JC012078
(8) Liu X. and J. Wei*, 2015. Understanding surface and subsurface temperature changes induced by tropical cyclones in the Kuroshio. Ocean Dynamics, 65, 1017 – 1027, doi:10.1007/s10236-015-0851-9
(9) Wei, J.*, X. Liu and D. Wang, 2015. Dynamic and thermal responses of the Kuroshio to typhoon Megi (2004). Geophys. Res. Lett., 41, 1-8, doi:10.1002/2014GL061706
(10) Wei, J.*, D. Wang, M. Li and P. Malanotte-Rizzoli, 2014. Coupled seasonal and intraseasonal variability in the South China Sea. Climate Dynamics, 44 (9), 2463-2477.
(11) Xue P., P. Malanotte-Rizzoli, E. Eltahir and J. Wei, 2014. Local feedback mechanisms in a coupled ocean-atmosphere model of the shallow water region around the Maritime Continent. J. Geophys. Res., 119, doi:10.1002/2013JC009700.
(12) Wei, J.*, P. Malanotte-Rizzoli, E. Eltahir, P. Xue, and D. Xu, 2013. Coupling of a regional atmospheric model (RegCM3) and a regional oceanic model (FVCOM) over the Maritime Continent. Climate Dynamics, 43, 1575-1594, doi:10.1007/s00382-013-1986-3