Jun Man
Position | Title | Assistant Researcher | |
Postal address | 71 East Beijing Road, Nanjing City, Jiangsu Province, China | ||
Postal Code | 210008 | manjun91@issas.ac.cn |
Biography:
(1) 2019.12-ongoing, Institute of Soil Science, Chinese Academy of Sciences, Research Associate
(2) 2016.09-2019.12, Zhejiang University, Ph.D. in Soil Sciences
(3) 2018.08-2019.08, Purdue University, Visiting Scholar in Department of Mathematics
(4) 2013.09-2016.06, Zhejiang University, M.Sc. in Utilization of Agricultural Resource
(5) 2009.09-2013.06, Northwest A&F University, B.Sc. in Science of Natural Resources and Environment
Research Areas:
Subsurface flow modeling; Machine learning
Public Duties:
(1) Member of American Geophysical Union
(2) Reviewers of Advances in Water Resources and Stochastic Environmental Research and Risk Assessment
Awards and Honours:
(1) Jiangsu Innovative and Entrepreneurial Doctor (2020)
(2) Zhejiang University Academic Award for Outstanding Doctoral Candidates (2018)
(3) National Scholarship for Doctoral Students (2018)
Selected Publications:
(1) Man Jun; Zheng Qiang; Wu Laosheng; Zeng Lingzao*. Improving parameter estimation with an efficient sequential probabilistic collocation-based optimal design method. Journal of Hydrology, 2019, 569: 1-11.
(2) Man Jun; Zhang Jiangjiang; Wu Laosheng; Zeng Lingzao*. ANOVA-based multi-fidelity probabilistic collocation method for uncertainty quantification. Advances in Water Resources, 2018, 122: 176-186.
(3) Man Jun; Liao Qinzhuo; Zeng Lingzao*; Wu Laosheng. ANOVA-based transformed probabilistic collocation method for Bayesian data-worth analysis. Advances in Water Resources, 2017, 110: 203-214.
(4) Man Jun; Zhang Jiangjiang; Li Weixuan; Zeng Lingzao*; Wu Laosheng. Sequential ensemble-based optimal design for parameter estimation. Water Resources Research, 2016, 52(10): 7577-7592.
(5) Man Jun; Li Weixuan; Zeng Lingzao*; Wu Laosheng. Data assimilation for unsaturated flow models with restart adaptive probabilistic collocation based Kalman filter. Advances in Water Resources, 2016, 92: 258-270.
(6) Man Jun; Zheng Qiang; Wu Laosheng; Zeng Lingzao*. Adaptive multi-fidelity probabilistic collocation-based Kalman filter for subsurface flow data assimilation: numerical modeling and real-world experiment. Stochastic Environmental Research and Risk Assessment, 2020, 34: 1135-1146.
Representive Projetcs:
(1) Special Research Associate Program of the Chinese Academy of Sciences, 2019.12-2022.12, in charge
(2) Jiangsu Natural Science Foundation, Development and Application of Data Assimilation Methods in Vapor Intrusion of Contaminated Sites, 2020.07-2023.06, in charge
(3) Jiangsu Postdoctoral Science Foundation, 2020.06-2022.05, in charge
(4) National Natural Science Foundation of China, Inversion of Unsaturated Soil Hydraulic Parameters via Heat Tracing, 2018.01-2021.12, in participation