Dr. Zhan's CV
ACADEMIC POSITIONS
- 2023.08 – now, Assistant Professor, University of Central Florida, USA
- 2023.01 – 2023.07, Postdoctoral Fellow, University of Texas at Austin, USA
- 2021.03 – 2022.12, Postdoctoral Scholar, Tufts University, USA
- 2017.01 – 2020.12, Graduate Research Assistant, Clemson University, USA
- 2014.09 – 2016.12, Graduate Research Assistant, Chengdu University of Technology, China
EDUCATION
- 2020 Ph.D. in Civil Engineering, Clemson University, USA, Thesis: Data-driven assessment of site responses at liquefiable sites
- 2019 M.Sc. in Civil Engineering (non-thesis), Clemson University, USA,
- 2014 B.Sc. in Geological Engineering, Chengdu University of Technology, China, Thesis: Statistical modeling of coseismic landslide mobility
AWARDS & HONORS
- 2022 Travel Grant for 2022 SimCenter Symposium, NHERI SimCenter (UC Berkeley)
- 2022 Travel Grant for 12NCEE, Earthquake Engineering Research Institute (EERI)
- 2016 National Scholarship, Ministry of Education of China
- 2016 Travel Grant for International Rockslides School, Chengdu University of Technology
- 2014 Top 10 Bachelor’s Thesis (10/8000), Chengdu University of Technology
- 2014 Meritorious Mention in National Mathematical Modeling Contest, Madio.net
- 2013 Honorable Mention in the International Mathematics Modeling Competition (MCM/ICM) Consortium for Mathematics and Its Application (COMAP)
- 2012 Excellent Volunteer, Environmental Protection Agency of Sichuan Province
JOURNAL PUBLICATION
(*corresponding author)
- Yan C, Li G, Zhan W*, Li Q, Yang G, Yang J, Gao G. Water saturation effects on rock abrasivity and TBM tunneling efficiency. Wear. 2024.
- Zhan W, Baise LG, Moaveni B. An uncertainty quantification framework for logistic regression based geospatial natural hazard modeling. Engineering Geology. 324 (2023): 107271
- Zhang L, Zhan W, Wang L* (2023). Probabilistic Seismic Analyses of Earthen Levees with Finite Element Modeling. Marine Georesources & Geotechnology, 1-8.
- Wu R, Guo C*, Ni J, Song D, Zhan W, Zhong N, Yang Z, Li X, Yan Y (2023). Ancient landslide river damming event in the Batang fault zone, Tibetan Plateau. Bulletin of Engineering Geology and the Environment, 82(1): 25.
- Li W, Zhan W*, Lu H, Xu Q, Pei X, Wang D, Huang R, Ge D (2022). Precursors to large rockslides visible on optical remote-sensing images and their implications for landslide early detection. Landslides, DOI 10.1007/s10346-022-01960-1.
- Lu J, Li W*, Zhan W, Tie Y (2022). Distribution and mobility of co-seismic landslides triggered by the 2018 Hokkaido earthquake in Japan. Remote Sensing, 14, 3957.
- Zhan W, Chen Q* (2022). Nonlinear site response on liquefiable sites: insights from downhole seismic observations. Engineering Geology, Article 106610.
- Luo Y, Xu Q, Zhan W, Grelle G (2022). Seismic hazard prediction using multispectral amplification maps in a complex topographic area: A case study of Qiaozhuang town, Sichuan Province, Southwest China. Journal of Mountain Science, 19: 726–739.
- Shan S, Pei X, Zhan W* (2021). Estimating deformation modulus and bearing capacity of deep soils from dynamic penetration test. Advances in Civil Engineering, Article 1082050.
- Zhan W, Chen Q* (2021). Accelerogram-based method for quick assessment of liquefaction occurrence. Journal of Geotechnical and Geoenvironmental Engineering, 147 (8): 04021060.
- Gao G, Meguid MA, Chouinard LE, Zhan W (2021). Dynamic disintegration processes accompanying transport of an earthquake-induced landslide. Landslides, 18 (3): 909-933.
- Fan X, Zhan W*, Dong X, van Westen C, Xu Q, Dai L, Yang Q, Huang R, Havenith HB (2018). Analyzing successive landslide dam formation by different triggering mechanisms: The case of the Tangjiawan landslide, Sichuan, China. Engineering Geology, 243: 128-144.
- Fan X*, Scaringi G, Xu Q, Zhan W, Dai L, Li Y, Pei X, Yang Q, Huang R (2018). Coseismic landslides triggered by the 8th August 2017 M s 7.0 Jiuzhaigou earthquake (Sichuan, China): factors controlling their spatial distribution and implications for the seismogenic blind fault identification. Landslides, 15(5): 967-983.
- Meng X, Pei X*, Huang R, Cui S, Zhu L, Zhan W (2018). Shear behaviors of rock mass in the interlayer fault zone of Daguangbao landslide. Journal of Engineering Geology, 26 (2): 309-318. (in Chinese)
- Zhan W, Fan X*, Huang R, Pei X, Xu Q, Li W (2017). Empirical prediction for travel distance of channelized rock avalanches in the Wenchuan earthquake area. Natural Hazards & Earth System Sciences, 17(6): 833-844.
- Zhan W, Huang R, Pei X, Li W (2017). Empirical prediction model for movement distance of gully-type rock avalanches. Journal of Engineering Geology, 25 (1): 154-163. (in Chinese)
PEER-REVIEWED CONFERENCE PAPERS
- Ju Y, Xu Q, Zhan W* (2024). Enhancing Regional Landslide Mapping Through Deep Transfer Learning and Data Fusion, 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, July 7-12, 2024. (under review)
- Zhan W, Rathje E (2024). Developing Globally Applicable Lateral Spreading Occurrence Classification Models, 18th World Conference on Earthquake Engineering, Milan, Italy, June 30-July 5, 2024.
- Zhan W, Baise LG, Kaklamanos J (2024). Geospatial Site Terms for Nonergodic Ground Motion Models, 8th International Conference on Earthquake Geotechnical Engineering, Osaka, Japan, May 7-10, 2024.
- Zhan W, Baise LG, Kaklamanos J (2023). Predicting Within-Site Variability of Seismic Site Response Using a Geospatial Modeling Approach, Geo-Risk 2023, Arlington, Virginia, July 23-26, 2023. (feature paper & plenary presentation, 9 of 163 papers)
- Zhan W, Zhang L, Wang L (2023). Probabilistic Assessment of Earthen Levees Considering Soil Spatial Variability, Geo-Risk 2023, Arlington, Virginia, July 23-26, 2023.
- Zhan W, Chen Q (2022). Evaluation of an accelerogram-based liquefaction detection method using continuous earthquake recordings. GeoCalgary 2022, Calgary, Canada, October 2-5, 2022.
- Zhan W, Chen Q (2021). Assessment of liquefaction effects on ground motion frequency parameters for accelerogram-based liquefaction detection, American Society of Civil Engineers (ASCE) Geotechnical Engineering for Extreme Events (GeoExtreme) 2021, Savannah, GA, USA, November 7-10, 2021.
- Zhan W, Baise LG, Chen Q, Juang CH, Miao F (2021). Effects of liquefaction-affected ground motions on building fragility curves, 17th World Conference on Earthquake Engineering, Sendai, Japan, September 27-October 2, 2021.
PRESENTATIONS
(*presenter)
- Zhan W (2023). Remote-sensing-image-based landslide early detection: from expert interpretation to computer learning, Colorado School of Mines, Golden, Colorado, November 4, 2023 (Invited Seminar talk).
- Rathje E*, Zhan W, Durante MG (2023). Regional Risk Assessment: Liquefaction, 2023 GEM Conference, Bergamo, Italy, June 13, 2023 (Virtual talk).
- Zhan W*, Baise LG, Moaveni B (2023). Updating Global Geospatial Liquefaction Models: with Focus on Uncertainty Quantification and Feature Engineering, USGS Geologic Hazards Science Center Research Seminar, Golden, Colorado, USA, January 31, 2023 (Invited seminar talk).
- Zhan W*, Baise LG, Moaveni B, Chansky A, et al (2023). Updating Global Geospatial Liquefaction Models with a Focus on Feature Engineering. Seismological Society of America (SSA) 2023 Annual Meeting, San Juan, Puerto Rico, April 17-20, 2023. (Oral presentation)
- Zhan W*, Baise LG, Moaveni B (2023). How to Quantify Uncertainties for Logistic-Regression-Based Geospatial Natural Hazard Models? Seismological Society of America (SSA) 2023 Annual Meeting, San Juan, Puerto Rico, April 17-20, 2023. (Poster presentation)
- Asadi A*, Baise LG, Chatterjee S, Zhan W, Chansky A, Moaveni B (2023). Global Geospatial Modeling of Earthquake-Induced Soil Liquefaction Using a System of Voting Machine Learning Classifiers. Seismological Society of America (SSA) 2023 Annual Meeting, San Juan, Puerto Rico, April 17-20, 2023. (Oral presentation)
- Zhan W*, Baise LG, Moaveni B (2022). Quantifying epistemic uncertainty for global geospatial liquefaction models, 2022 SimCenter Symposium, Austin, Texas, USA, November 3-4, 2022. (Oral presentation)
- Zhan W*, Baise LG, Moaveni B (2022). Uncertainty quantification for global geospatial liquefaction models, Natural Hazards Research Summit 2022, Washington, DC, USA, October 6-7, 2022. (Poster presentation)
- Zhan W*, Baise LG, Kaklamanos J (2022). A geospatial model for predicting site response complexity. Seismological Society of America (SSA) 2022 Annual Meeting, Bellevue, Washington, USA, April 19-23, 2022. (Oral presentation)
- Zhan W*, Baise LG, Kaklamanos J (2022). Ground-motion modeling using machine learning techniques and geospatial proxies. Seismological Society of America (SSA) 2022 Annual Meeting, Bellevue, Washington, USA, April 19-23, 2022. (Poster presentation)
- Pontrelli MA*, Baise LG, Ebel JE, Mabee SB, Zhan W (2022). Geology and Geomorphology Based f0 Model of New England. Seismological Society of America (SSA) 2022 Annual Meeting, Bellevue, Washington, USA, April 19-23, 2022. (Poster presentation)
- Zhan W*, Chen Q (2021). Assessment of liquefaction effects on ground motion frequency parameters for accelerogram-based liquefaction detection, American Society of Civil Engineers (ASCE) Geotechnical Engineering for Extreme Events (GeoExtreme) 2021, Savannah, GA, USA, November 7-10, 2021. (Oral presentation)
- Zhan W*, Baise LG, Chen Q, Juang CH, Miao F (2021). Effects of liquefaction-affected ground motions on building fragility curves, 17th World Conference on Earthquake Engineering, Sendai, Japan, September 27-October 2, 2021. (Virtual poster presentation)
- Gong, W, Zhan W*, Wang L, Juang CH (2021). Design of Stabilizing Piles in Earth Slopes Considering Design Robustness, Engineering Mechanics Institute Conference/Probabilistic Mechanics and Reliability (EMI/PMC) 2021 Conference, Columbia University, New York City, USA, May 25-28, 2021. (Virtual oral presentation)
- Zhan W*, Chen Q (2020). Quick detection of subsoil liquefaction using accelerograms. 2020 AGU Fall Meeting, San Francisco, CA, USA, December 7-11, 2020. (Virtual oral presentation)
- Zhan W*, Chen Q (2020). Coseismic and long-term changes of site response on liquefiable sites: a case study of Onahama Port Array in Japan. 2020 Eastern Section of the Seismological Society of America (ES-SSA) Annual Meeting, Atlanta, GA, USA, October 12-16, 2020. (Virtual oral presentation)
- Zhan W*, Huang R, Pei X (2015). Study on the Site Effects of Large-scale Landslide movement triggered by Wenchuan Earthquake, Engineering Geological Disaster Prevention Academic Conference, Shanghai, China, October 12-14, 2015. (Oral presentation in Chinese)
PROFESSIONAL SERVICE
- Topic Chair, GeoShanghai 2024 Conference
- Convener, XIV IAEG 2023 “Theme 03 Megacity Engineering Geology Session 9”
- Convener, 2022 SSA Session “Advances in Geospatial Modeling of Seismic Hazards”
- Convener, 2022 SSA Special Interest Discussion “Modeling of Seismic Site Amplification using AI”
- Reviewer, 2023 ASCE Geo-Risk, Engineering Geology, Landslides, Lithology, Natural Hazards, Frontiers in Earth Science, Bulletin of * Engineering Geology and the Environment, Arabian Journal of Geosciences, Advances in Civil Engineering, Stochastic Environmental Research and Risk Assessment, etc.
- Vice President, ASCE Geo-Institute Clemson University Graduate Student Organization
- Member, American Society of Civil Engineers Geo-Institute (ASCE G-I), Earthquake Engineering Research Institute (EERI), Earthquake Engineering Research Institute (EERI), Seismological Society of America (SSA), American Geophysical Union (AGU)