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.

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 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 Location: 291 (MCCNO)


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 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 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 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 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 Location: 283-285 (MCCNO)