Using Temporal Graph Neural Networks to Leverage High Fidelity Observation Data for Improving Generalizability of Hydrological Models
Raya Horesh1, Muneeza Azmat2, Malvern Madondo2, Fearghal O'Donncha3, Arun Bawa4, Kelsey Dipietro5, Raghavan Srinivasan6 and Michael Jacobs7, (1)IBM Research USA, Yorktown Heights, NY, United States, (2)IBM Research USA, Yorktown Heights, United States, (3)IBM Research - Ireland, Cognitive IoT, Dublin, Ireland, (4)Texas A&M University, Temple, United States, (5)Sandia National Laboratories, Jill Hruby Postdoctoral Fellow, Albuquerque, NM, United States, (6)Texas A&M University, Director of Spatial Sciences Laboratory, Agrilife Research, College Station, TX, United States, (7)IBM Corporate Social Responsibility, Armonk, United States