Join us at AGU 2025
15-19 December in New Orleans, Louisiana.
Our FDL 2025 teams are well-represented at AGU 2025, a renowned international scientific event dedicated to advancing the understanding of Earth and space sciences. Teams will be presenting their papers at the events highlighted below.
Read more on the AGU website and get in touch at team@trillium.tech.
IonCast: A Deep Learning Framework for Forecasting Ionospheric Dynamics
Poster NG13A: Machine Learning in Space Weather and Heliophysics II
Date: Monday, 15 December 2025 Time: 14:15 – 17:45 PST Location: New Orleans Convention Center, Halls E-G (Poster Hall)
Estimating high resolution photospheric flows using an AI surface flux transport model
Poster at SH13D: Interior Dynamics to Surface Magnetism: Probing the Full Sun with Observations from the Sun-Earth Line Augmented with New Data from the Poles, the Far Side, and Other Vantage Points
Date: Monday, 15 December 2025 Time: 14:15 – 17:45 PST Location: Hall EFG (Poster Hall) (New Orleans Convention Center)
An AI-powered Surface Flux Transport model to measure high-resolution velocity fields and forecast magnetic flux emergence
Oral Abstract SH34B-08: Prediction of Solar Transient Events: Data-Driven, Physics-Based, and Hybrid Approaches II Oral
Date: Wednesday, 17 December 2025 Time: 17:35 - 17:45 PST Location: 291 (MCCNO)
Connecting the Dots: A Machine Learning Ready Foundational Dataset for Ionospheric Forecasting Models
Oral SH31B: The Long Way: Heliosphere Modeling with Operations in Mind II
Date: Monday, 15 December 2025 Time: 08:30 – 10:00 PST Location: New Orleans Convention Center, 291
SDO-ML Video Foundation Model with Neural Fields and its application to Solar Wind Structure classification
Oral Abstract NG11A-03 - Machine Learning in Space Weather and Heliophysics
Date: Monday, 15 December 2025 Time: 9:00 – 9:15 Location: 298-299 (MCCNO)
Understanding the relationships of PSP Solar Wind Parameters with Distributed Computation using Dask and Deep Learning techniques
Oral Abstract SH32A-09 - Advances in Understanding the Innermost Heliosphere
Date: Wednesday, 17 December 2025 Time: 11:50 - 12:00 PST Location: 288-290 (MCCNO)
Parker Solar Probe Machine Learning Ready Dataset
Poster Presentation SH43E - Development and Use Cases of Reusable Artificial Intelligence Infrastructure in Heliophysics
Date: Thursday, 18 December 2025 Time: 14:15 - 17:45 PST Location: Hall EFG (Poster Hall) (New Orleans Convention Center)
Uncovering the solar wind structure with iSAX Pipeline and PSP data
Poster Presentation SH43E - Development and Use Cases of Reusable Artificial Intelligence Infrastructure in Heliophysics
Date: Thursday, 18 December 2025 Time: 14:15 - 17:45 PST Location: Hall EFG (Poster Hall) (New Orleans Convention Center)
Masked Autoencoders and Neural Fields for Solar Wind Structure Classification from SDO Observations
Oral Abstract SH52A-04: Development and Use Cases of Reusable Artificial Intelligence Infrastructure in Heliophysics
Date: Friday, 19 December 2025 Time: 11:00 - 11:10 PST Location: 288-290 (MCCNO)
Solar Wind Structure Decipher Clustering Using iSAX-pipeline Composed of iSAX Compression, and HDBSCAN
Oral Abstract SM51A-04 - Artificial Intelligence (AI) for Scientific Discovery in Solar Wind–Earth Interaction
Date: Friday, 19 December 2025 Time: 9:04 - 9:14 PST Location: 283-285 (MCCNO)