"au:"Pedram Hassanzadeh"" — arXiv2 SearchShowing 1–8 of 8 results
/ Date/ Name
Dec 1, 2023Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic TurbulenceNov 27, 2023Data Imbalance, Uncertainty Quantification, and Generalization via Transfer Learning in Data-driven Parameterizations: Lessons from the Emulation of Gravity Wave Momentum Transport in WACCMJun 8, 2023Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and ChallengesJan 2, 2023Using Neural Networks to Learn the Jet Stream Forced Response from Natural VariabilityJun 7, 2022Explaining the physics of transfer learning a data-driven subgrid-scale closure to a different turbulent flowFeb 22, 2021Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learningMay 22, 2016Stability of 3D Gaussian vortices in an unbounded, rotating, vertically-stratified, Boussinesq flow: Linear analysisMar 18, 2013Self-Replicating Three-Dimensional Vortices in Neutrally-Stable Stratified Rotating Shear Flows