FDL @ AGU 2021
Monday 13 December
06:00 - 07:15 / 14:00 - 15:15 GMT IN11B - Growing Opportunities for Multiparty Collaborations in Artificial Intelligence and Machine Learning for Science Research I Oral (Convention Center - Room 286-287) NASA SMD Workshop
06:03 - 06:08 PT / 14:03 - 14:08 GMT - N11B-01 - NASA Science Mission Directorate Artificial Intelligence Workshop Update (Convention Center - Room 286-287)
07:48 - 07:53 PT / 15:48 - 15:53 -
IN12A-01 - Beyond reproducibility at the Frontier Development Lab (FDL): Community driven continuous optimization for the SDO machine learning dataset (SDOML) (Convention Center - Room 286-287)06:00 - 07:15 PT / 14:00 - 15:15 GMT - SA11A - Transforming Space Physics and Aeronomy Through Data Science I Oral (Convention Center - Room 386-387)
08:03 - 08:08 PT / 16:03 - 16:08 GMT / FDL US Astronaut Health - IN12A-04 - Federated causal inference for out-of-distribution generalization in predicting physiological effects of radiation exposure (Convention Center - Room 286-287)
12:31 - 12:36 PT / 20:31 - 20:36 GMT - FDL US Digital Twin Earth - Coasts A14C-01 - Coastal Digital Twin: Learning a Fast and Physics-informed Surrogate Model for Coastal Floods Via Neural Operators (Convention Center - Room 283-285)
14:00 - 16:00 PT / 22:00 - 00:00 GMT - FDL US Solar Wind - IN15D-0402 - Classification of Solar Wind Discontinuities Using Supervised Machine Learning (Convention Center - Poster Hall, D-F)
14:00 - 16:00 PT / 22:00 - 00:00 GMT SA15B - Transforming Space Physics and Aeronomy Through Data Science III Poster (Convention Center - Poster Hall, D-F)
Wednesday 15 December
06:15 - 06:18 PT / 14:15 - 14:18 GMT IN31A-06 - Generating informative and accurate descriptions of natural hazards and phenomena using large transformer-based models (Convention Center - eLightning Theater III)
10:30 PT / 11:30 GMT 18:30 - 19:30 GMT SA15B - SA15B - (Poster Summary Session) Transforming Space Physics and Aeronomy Through Data Science III Poster Online - Poster Discussions #4
Thursday 16 December
13:09 - 13:18 PT / 21:09 - 21:18 GMT - NH44A-05 - Clouds aware flood extent segmentation for emergency response services (Convention Center - Room 293)
14:00 - 16:00 PT / 22:00 - 00:00 GMT - FDL Europe Extreme Event 'Hot Spots' using ML onboard - Smart satellites: machine learning on-board for low-latency novelty detection (Convention Center - Poster Hall, D-F)
14:00 - 16:00 PT / 22:00 - 00:00 GMT - FDL US Solar Wind - NG45B-0572 - Classification of Solar Wind Structures via Unsupervised Machine Learning (Convention Center - Poster Hall, D-F)
Friday 17 December
08:23 - 08:28 PT / 16:23 - 16:28 GMT - IN52A-08 - SpaceML: Distributed Open-source Research with Citizen Scientists for the Advancement of Space Technology for NASA (Convention Center - Room 288-290)
08:26 - 08:23 PT / 16:26 - 16:31 - FDL US Moon for Good 2- P52A-09 - HORUS - Revealing the Geomorphology of Lunar Shadowed Regions (Convention Center - Room 395-396)
10:45 - 11:05 PT / 18:45 - 19:05 GMT - SH53A-01 - Concept of an AI Strategy for Heliophysics at NASA with Focus on Solar Physics (Convention Center - Room 335-336)
