The deadline to submit a session, town hall, or pre-conference workshop proposal for AGU25 has passed. Please search for and review proposed sessions below. Please note this site is frozen as of 4/29/25 and will not reflect any changes to proposals made after this date.


Conveners will be contacted by the AGU25 Program Committee with any requests for mergers or edits to proposals. Conveners will be notified of the acceptance of their proposal in mid-June.


Abstract submissions will also open in mid-June and the deadline for abstract submissions is 30 July, 2025.


Please visit the AGU25 website for more information or please contact AGU with any questions.

Abstract: Physics-Guided Deep Learning Integrated with 1D–2D Hydrodynamic Modeling for Urban Pluvial Flood Prediction (AGU25)

Physics-Guided Deep Learning Integrated with 1D–2D Hydrodynamic Modeling for Urban Pluvial Flood Prediction

Hyuna Woo1, Bomi Kim2, Ms. Hyeonjin Choi, Integrated Master's and Ph.D. Program2 and Seong Jin Noh3, (1)Kumoh National Institute of Technology, Gumi, Korea, Republic of (South), (2)Kumoh National Institute of Technology, Civil Engineering, Gumi, Korea, Republic of (South), (3)Kumoh National Institute of Technology, Civil Engineering, Gumi, South Korea