LLMs, Encoders, and Agentic Workflows for Curation and Discovery in NASA’s Science Discovery Engine
Carson Davis1, Bishwas Praveen2, Emily Foshee1, Kaylin Bugbee3, Nishan Pantha2, Dhanur Sharma4, Sajil Awale2, Simran KC5, Kiran Dawadi2, Saif Khan2, Bernard Benson2, Muthukumaran Ramasubramanian1, Pushwitha Krishnappa5, Pranath Reddy Kumbam6, Adam Goldstein7, Corinne Fletcher7 and Oliver Roberts8, (1)University of Alabama in Huntsville, Huntsville, AL, United States, (2)University of Alabama in Huntsville, Huntsville, United States, (3)NASA Marshall Space Flight Center, Huntsville, AL, United States, (4)Left Right Mind, Huntsville, United States, (5)University of Alabama in Huntsville, Computer Science, Huntsville, United States, (6)University of Alabama in Huntsville, Earth System Science Center, Huntsville, United States, (7)Universities Space Research Association Huntsville, Huntsville, United States, (8)Universities Space Research Association, Huntsville, United States