CEDAR email: AGU session SM002: Artificial Intelligence (AI) for scientific discovery in Solar Wind-Earth Interaction

[chu xiangning]

Dear Colleagues,


We invite you to submit abstracts to our AGU session:

SM002 – Artificial Intelligence (AI) for scientific discovery in Solar
Wind-Earth Interaction
Date: December 15-19 in

Location: New Orleans, LA.


Session Abstract:

Artificial Intelligence (AI) is rapidly transforming how we explore and
understand the Sun-Earth system. This session highlights cutting-edge
applications of AI in Heliophysics and showcases how these tools are
opening new frontiers in scientific discovery. We invite contributions that
demonstrate the applications of AI methods on solving fundamental
challenges across solar wind, magnetosphere, ionosphere, thermosphere, and
mesosphere. We encourage innovative showcases integrating AI with
traditional scientific approaches, such as theory, first-principle
simulations, empirical models, and statistical or event-based analyses.
Submissions involving data-driven deep learning, interpretable machine
learning, physics-informed-neural-networks (PINNs), and AI-guided solutions
to partial differential equations (PDEs) are also encouraged. By bridging
together AI innovators and domain experts, this session aims to foster a
collaborative environment that accelerates discovery and deepens our
understanding of Sun-Earth interactions. This session is organized in
collaboration with Machine-Learning-based Geospace Environment Modeling
(MLGEM) focus group, with the goal of building synergy across the
Heliophysics community.


Session link

https://agu.confex.com/agu/agu25/prelim.cgi/Session/248736


Abstract submission deadline

Wednesday, 30 July, 2025, 23:59 EDT.


We look forward to your contributions!


Best wishes,

Xiangning Chu, Gowtam Valluri, Bashi Ferdousi, Matt Argall, Hyunju Connor
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