Tianlong Wang

Tianlong Wang

PhD Student at Zhejiang University and Nanyang Technological University

👋 About Me

I am a PhD student at Zhejiang University (ZJU), currently participating in a joint training program at Nanyang Technological University (NTU). My research is situated at the intersection of Artificial Intelligence and Disaster Prevention and Mitigation.

Specifically, I focus on leveraging machine learning and deep learning frameworks to enhance the early warning, spatiotemporal prediction, and intelligent mitigation of geological hazards, such as debris flows and landslides.

You can find my research profile and real-time citation count on Google Scholar .

🔥 News

  • 2025.11: 🎉🎉 Awarded the Silver Award in the China International College Students’ Innovation Competition Singapore Regional in Singapore.
  • 2025.07: 🚀 Selected for the Outstanding Doctoral Dissertation Award cultivation program at Zhejiang University in China.
  • 2025.02: ✍️ Published my debut poetry collection “Suganniran” in China.
  • 2024.12: 🎓 Awarded the Young Science and Technology Scientists Sponsorship Program by CAST (Doctoral Student Special Plan) in China.
  • 2024.09: 🛫 Started my joint PhD training at Nanyang Technological University (NTU) in Singapore.

📖 Education

  • 2024.09 - 2026.09, Joint PhD Student, Nanyang Technological University (NTU), Singapore.
  • 2022.09 - 2027.06 (Exp.), PhD Student, Zhejiang University (ZJU), China.

🔍 Research Grants

  • The Seed Fund Cultivation Project of Ocean College, Zhejiang University, No. 2025BS004, “Research on Intelligent Debris Flow Forecasting Methods for Small Watersheds Based on Multi-scale Hydrodynamic Coupling Mechanisms”, 2025.06 - 2027.06, China.
  • Outstanding Doctoral Dissertation Fund, Zhejiang University, No. 12234058, 2025.07 - 2026.07, China.
  • Young Science and Technology Scientists Sponsorship Program by CAST, No. 156-O-170-0000603-2, “Spatiotemporal Dynamic Forecasting and Interpretive Analysis System for Debris Flows in Small Watersheds”, 2025.01 - 2026.12, China.
  • China Scholarship Council (CSC) Grant, No. 202406320358, “Research on Early Spatiotemporal Prediction of Debris Flows and Disaster Control in Small Watersheds”, 2024.09 - 2026.09, China.

📝 Publications

Journal Articles (First/Corresponding Author)

  1. Tianlong Wang, H. Yang, H. Sun*. Intelligent Prediction of Post-Seismic Debris Flow Source Volumes: A Physics-Informed Generative Deep Learning Framework. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 1–29. 2026. (JCR Q1) [DOI]
  2. K. Zhang, Tianlong Wang*, J. Su, H. Sun. Impacts of land use change on hydrological processes based on SWAT-ML-SHAP model: A case study of Fenshuijiang Watershed, China. Earth Science, 2025. (Corresponding Author, EI/CSCD) [DOI]
  3. H. Yang, Tianlong Wang*, N.I. Fomin, S. Xiao, L. Liu. An integrated IKOA-CNN-BiGRU-Attention framework with SHAP explainability for high-precision debris flow hazard prediction in the Nujiang river basin, China. PLoS One, 20(6): e0326587, 2025. (Corresponding Author, JCR Q2) [DOI]
  4. Tianlong Wang, Q. Ge, T. Ma, et al. A novel method for predicting debris flow hazard: a multi-strategy fusion approach based on the light gradient boosting machine framework. Stochastic Environmental Research and Risk Assessment, 2025. (JCR Q1) [DOI]
  5. Tianlong Wang, K. Zhang, Z. Liu, T. Ma, R. Luo, H. Chen, X. Wang, W. Ge, H. Sun*. Prediction and explanation of debris flow velocity based on multi-strategy fusion Stacking ensemble learning model. Journal of Hydrology, 638, 131347, 2024. (JCR Q1) [DOI]
  6. Tianlong Wang, R. Luo, T. Ma, et al. Study and verification on an improved comprehensive prediction model of landslide displacement. Bulletin of Engineering Geology and the Environment, 83, 90, 2024. (JCR Q1) [DOI]
  7. Z. Chu, S. Yu, X. Li, X. Lu, X. Wang, R. Luo, Tianlong Wang*. Laboratory model test on the treatment of engineering slurry by vacuum drainage method. Journal of Yangtze River Scientific Research Institute, 41(9): 114-122, 2024. (Corresponding Author, CSCD/Core Journal) [DOI]
  8. Tianlong Wang, D. Peng, X. Wang, B. Wu, R. Luo, Z. Chu, H. Sun*. Study on wavelet multi-scale analysis and prediction of landslide groundwater. Journal of Hydroinformatics, 26(1), 237–254, 2024. (JCR Q2) [DOI]
  9. Tianlong Wang, Xiaorui Tao, Dong-kun Wu, Haotian Feng. Determining the location of River Dam Group based on set cover Model: A case study of Zambezi River Basin. Scientific Research and Reviews, 14:122, 2021. [DOI]
  10. Tianlong Wang, H. Zhang, X. Tao, W. Chu. Research on Prediction and Optimization of Slope Deformation in Mining Area. Environment, Resource and Ecology Journal, 4:66-69, 2020.[DOI]
  11. Tianlong Wang, Hongyan Bao, Hairui Zhang. Optimization of Task Pricing Based on Multiple Regression Analysis and Game Theory. Journal of eSciences, 3:9, 2020. [DOI]
  12. Tianlong Wang, Xiaorui Tao, Jiamei Zhang, Yulei Li. Predicting Traffic Congestion Time Based on Kalman Filter Algorithm. Advances in Research and Reviews, 1:7, 2020. [DOI]

Conference Papers

  1. Tianlong Wang, J. Wang, X. Shao. Carbon emission forecast of China Transport Industry Based on Grey - Markov. In Proceedings of the International Conference on Computing and Big Data (ICCBD), 2021. [DOI]

Patents

  1. H. Sun, X. Wang, Tianlong Wang, R. Tang, R. Luo. Monitoring and Early Warning Method and System for Rainfall-induced Debris Flow. Japanese Invention Patent, No: 2024-017304, 2024. (Granted)
  2. X. Wang, H. Sun, S. Shao, R. Luo, Tianlong Wang. Early Warning and Mitigation Method for Debris Flow Disasters in Small Watersheds. Chinese Invention Patent, No: CN118262481A, 2024. (In Review)
  3. X. Wang, H. Sun, Tianlong Wang, R. Tang, R. Luo. Monitoring and Early Warning Method and System for Rainfall-induced Landslides. Chinese Invention Patent, No: CN117854239A, 2024. (In Review)
  4. Tianlong Wang, H. Sun, Z. Chu, R. Luo, X. Wang. Landslide Displacement Prediction Method Based on IVMD-IAO-BiLSTM. Chinese Invention Patent, No: CN116757323A, 2023. (In Review)
  5. J. Liu, Z. Li, Tianlong Wang, et al. Eccentric Hook-shaped Expansible Pre-stressed Anchoring Structure and Its Anchoring Method. Chinese Invention Patent, No: CN113718767B, 2023. (Granted)
  6. J. Liu, Z. Li, Tianlong Wang, et al. Method for Repairing Dam Crack Defects Using Magnetic Mortar. Chinese Invention Patent, No: CN114396022A, 2022. (In Review)
  7. J. Liu, Q. Shi, Z. Wei, S. Li, L. Tang, Tianlong Wang, et al. Device and Method for Obtaining the Position of Liquid Displacement Surface in Rock Cracks. Chinese Invention Patent, No: CN111595550B, 2022. (Granted)
  8. J. Liu, Q. Shi, Z. Wei, S. Li, L. Tang, Tianlong Wang, et al. Pile Structure and Construction Method in Coral Sand Environment. Chinese Invention Patent, No: CN110886291B, 2021. (Granted)

🏆 Competitions

  • 2025.11 Silver Award, China International College Students’ Innovation Competition, Singapore Regional, Singapore.
  • 2024.08 Silver Award, Zhejiang International College Students’ Innovation Competition (Internet+), China.
  • 2024.05 Bronze Award, The 14th “Challenge Cup” Zhejiang Undergraduate Entrepreneurship Plan Competition, China.
  • 2023.06 Silver Award, The 15th “Dandelion” University Student Entrepreneurship Competition, Zhejiang University, China.
  • 2022.04 Honorable Mention, Interdisciplinary Contest in Modeling (MCM/ICM), USA.
  • 2021.08 Second Prize, The 14th National University Student Social Practice and Science Contest on Energy Saving and Emission Reduction, China.
  • 2021.07 First Prize (Regional) and Third Prize (National), The 8th National Financial and Securities Investment Simulation Training Contest, China.
  • 2021.06 Grand Prize, The 3rd National College Student Structural Design Information Technology Competition, China.
  • 2021.05 Third Prize, The 13th “Challenge Cup” National Undergraduate Curricular Academic Science and Technology Works Conference (Hubei), China.
  • 2021.02 Honorable Mention, Mathematical Contest in Modeling (MCM/ICM), USA.
  • 2020.11 Second Prize, Contemporary Undergraduate Mathematical Contest in Modeling (Hubei), China.
  • 2020.07 Third Prize, The 5th National Construction College Construction Technology Application Skills Competition (Hubei), China.

⭐ Honors

  • 2024.09 Chinese Government Scholarship, China Scholarship Council (CSC), China. (National)
  • 2023.12 China Harbour Engineering Company (CHEC) Scholarship (Top 2%), China. (Enterprise-funded)
  • 2022.11 Outstanding Graduate (Top 100), City Underground Space Engineering Professional Committee, CSRME, China. (National)
  • 2022.06 Outstanding Graduate(Top 5%), Zhejiang University, China. (School)
  • 2022.04 Yunneng Electric Power Innovation Scholarship, China. (Enterprise-funded)
  • 2021.12 National Scholarship, China (Top 1%), China. (National)
  • 2020.12 Wang Shuopeng Scholarship (Top 1%), China. (Enterprise-funded)
  • 2019 - 2022 First-Class Academic Scholarship, University Level (Top 5%, Four consecutive years), China. (School)
  • 2019 - 2021 National Encouragement Scholarship (Top 5%, Three consecutive years), China. (National)

🧩 Misc

  • 2023.07 - 2023.09, Intern, China International Science and Technology Exchange Center, China Association for Science and Technology (CAST), Beijing, China.
  • 2022.06 - 2024.06, President, Student Fitness Club, Ocean College, Zhejiang University, Zhoushan, China.
  • 2019.11 - Present, Independent Poet, Published Debut Poetry Collection “Suganniran”, Chengdu, China.
  • 2019.07 - 2019.08, Volunteer Teacher, Baihuaping Community, Shennongjia, China.
  • 2019.06 - 2019.07, Intern, Yujing Tiandi Project, Kunfa Construction Co., Ltd., Yichang, China.