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: Accelerating Continental-Scale Differentiable Modeling with Sensitivity-Constrained AI Surrogates (AGU25)

Accelerating Continental-Scale Differentiable Modeling with Sensitivity-Constrained AI Surrogates

Leo Lonzarich1, Abdolmehdi Behroozi2, Doaa Aboelyazeed2, Daniel Kifer3 and Chaopeng Shen1, (1)Pennsylvania State University Main Campus, Department of Civil and Environmental Engineering, University Park, United States, (2)Pennsylvania State University Main Campus, Department of Civil and Environmental Engineering, University Park, PA, United States, (3)Pennsylvania State University, Department of Computer Science & Engineering, University Park, United States