Recreating Observed Lower-Stratospheric Convective Gravity Waves from Weather Radar Observations using a Neural-Network-Forced WRF Model

Christopher Gary Kruse1, M Joan Alexander1, Martina Bramberger2, Pedram Hassanzadeh3, Ashesh Kumar Chattopadhyay4, Brian Green5 and Alison Grimsdell6, (1)NorthWest Research Associates Boulder, Boulder, CO, United States, (2)NorthWest Research Associates Boulder, Boulder, United States, (3)Rice University, Houston, United States, (4)Rice University, Houston, TX, United States, (5)Stanford University, Department of Earth System Science, Stanford, CA, United States, (6)NorthWest Research Associates, Boulder, United States