Dr. Hui Tang
Building
A 27,
Room
101 (Büro)
Telegrafenberg
14473
Potsdam
Function and Responsibilities:
Senior Scientist, leader of Hazards and Surface Processes Research GroupResearch Interests:
- Debris flow and landslide
- Storm surge and tsunami wave
- Megaflood and paleoflood in the river system
- Surface processes on Mars
- Data assimilation method and Chaos theory
- Machine learning in earth science
- Quantum computing and quantum machine learning
Career:
- 01/07/2019- Senior Scientist, German Research Center for Geosciences (GFZ)
- 15/07/2017-30/06/2019 Postdoctoral Research Fellow, The University of Arizona, Department of Geosciences, Supervisor: Prof. Dr. Luke McGuire
- 16/08/2012-10/05/2017 Research Assistant & Teach Assistant, Department of Geosciences, Virginia Tech, Advisor: Prof. Dr. Robert Weiss
- 01/09/2010-20/06/2012 Undergraduate Research Assistant, College of Geoscience, Jilin University, Advisor: Prof. Dr. Pujun Wang
Education:
- 16/08/2012-10/05/2017 Ph.D. (Geophysics), Virginia Tech, USA. Advisor: Prof. Dr. Robert Weiss
- 01/09/2008-20/06/2012 B.Sc. (Geology), with distinction, Jilin University, China. Advisor: Prof. Dr. Pujun Wang
Projects:
Ongoing Projects:
- Understanding Seismic Response of Landslide and Debris Flows for Early Warning (Co-PI, PI: Yifei Cui and Jens Turowaski, NSFC, 2022-2027)
- Multiscale Modelling for Debris Flow Transport and Erosion Mechanism (PI, Funded by Helmholtz-OCPC Program, 2022-2024)
- PCDL-QuaSPA Physics-Constrained Deep Learning Framework for Quantifying Surface Processes across the Arctic Region (PI, Funded by Helmholtz–AI, 2022-2024)
- MHCC: Mountain Hazards under Climate Change (PI, Funded by DFG and NSFC, 2020-2024)
Past Involved Projects:
- Drainage Divide Migration Velocity Driven by Landslides (PI, Funded by Helmholtz-OCPC Program, 2021-2023)
- EARTHSURF: Investigating past and present Earth’s surface dynamics to quantify resilience to changes (Co-PI, PI: Jean Braun, Funded by GFZ and University of Rennes 1, 2020-2022)
- Debris flow impact mechanism, seismic signals and machine learning (Co-PI, PI: Yan Yan, Funded by International Cooperation in Science and Technology Program, China, 2020-2022)
- Debris flow monitoring in tectonic and climate active area, (PI, Funded by GFZ PoF Expeditions, 2021)
- Tsunami hazard assessment using sediment transport modeling and Ensemble Kalman Filtering method (PI, Funded by Helmholtz–OCPC Program, 2019-2021)
- Physics-informed machine learning (PIML) approaches for debris flow modeling (PI, Funded by Helmholtz–OCPC Program, 2019-2021)
- Improving post-wildfire hazard assessments: Integrating emerging unmanned aerial systems technology with high resolution numerical models (Funded by Science Foundation Arizona, PI: Luke McGuire)
- The 2015 Taan Fjord landslide tsunami: An interdisciplinary study of cause and effect (Funded by NSF, PI: Robert Weiss)
- Tsunami and Tropical Storm Sediment Dynamics and Products (Funded by NSF, PI: Robert Weiss)
- Flood frequency analysis and hazard assessment using geospatial and climate big data with machine learning (PI, Funded by Microsoft AI for Earth, 2017-2019)
Awards:
- 20th INQUA Congress Early Career Scientists Travel Scholarship, 2019
- AI for Earth sponsorship for Microsoft AI for Earth summit, 2018
- IRIS Workshop Early Career Scientists Travel Scholarship, 2018
- SEN Early Career Scientists Travel Scholarship, 2018
- EarthScope National Meeting Travel Scholarship, 2017
- CSE17 Best Minisymposterium Award (Organized by Dr. Randall LeVeque), 2017
- Geology Society of American (GSA), Southeastern Section Student Travel Grant, 2016
- CSDMS-SEN Best Student Poster and Travel Award, 2016
- Graduate Student Associate Conference Travel Grant, Virginia Tech, 2014, 2015
- Petroleum Industry Research and Summer Scholarship, Virginia Tech, 2015
- Distinguish Undergraduate Student (Top one), College of Earth Science, Jilin University, 2012
- Chinese Aerospace Science and Technology Corporation Public Scholarship, Jilin University, 2011
- Bao Steel Group Genius Student Scholarship, Jilin University, 2011
- Top Ten Excellent Student, College of Earth Science, Jilin University, 2011
- Zijin Mining Group Co., Ltd, Northeast Branch Scholarship, Jilin University, 2011
- Genius Student Fellowship of Geochemistry Institute, Chinese Academy of Sciences, 2010
- Chinese National Government Fellowship, 2010
- First-class Fellowship (Top one), Jilin University, 2008-2009, 2009-2010
- Climbing Fellowship, Chinese Academy of Sciences, 2008