FR1.M2: Hydrological Processes: The Role of AI in Unveiling Climate Change Patterns
Friday, 8 August, 08:00 - 09:15
Location: Room M2
Session Type: Oral
Session Co-Chairs: Guido Grosse, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research and Kasra Rafiezadeh Shahi, Potsdam Institute for Climate Impact Research (PIK)
Track: Community-Contributed Sessions
Fri, 8 Aug, 08:00 - 08:15

FR1.M2.1: GRIT: GRAPH TRANSFORMER FOR INTERNAL ICE LAYER THICKNESS PREDICTION
Zesheng Liu, Maryam Rahnemoonfar, Lehigh University, United States
Fri, 8 Aug, 08:15 - 08:30

FR1.M2.2: RESPONSE OF TERRESTRIAL WATER STORAGE AND ITS CHANGE TO CLIMATE FACTORS OVER GLOBAL BASED ON INTERPRETABLE DEEP LEARNING
Zhaozhao Zeng, China University of Geosciences, Wuhan, China; Haonan Chen, Colorado State University, United States; Antonio Plaza, University of Extremadura, Spain; Lizhe Wang, Jun Li, China University of Geosciences, Wuhan, China
Fri, 8 Aug, 08:30 - 08:45

FR1.M2.3: DETERMINING SPATIAL DISTRIBUTION OF DISASTER INTENSITIES FROM NEWS ARTICLE USING LLM
Aniket Zope, Ushasi Chaudhuri, Shailesh Deshpande, Tata Consultancy Services, India
Fri, 8 Aug, 08:45 - 09:00

FR1.M2.4: ADVANCING EROSION PREDICTIVE CAPABILITIES THROUGH DEEP LEARNING IN SOUTHEAST AUSTRALIA
Qinggaozi Zhu, Xihua Yang, NSW Department of Climate Change, Energy, the Environment and Water, Australia
Fri, 8 Aug, 09:00 - 09:15

FR1.M2.5: PARAMETERIZING OCEAN VERTICAL MIXING FROM SURFACE DATA WITH KOLMOGOROV-ARNOLD NETWORKS
Feng Ye, Nanjing University, China; Zengzhou Hao, Haiqing Huang, Second Institute of Oceanography, Ministry of Natural Resources, China; Dengfeng Li, Nanjing University, China; Xin Li, Zhejiang Ocean University, China; Delu Pan, Second Institute of Oceanography, Ministry of Natural Resources, China