Boris Bonev

Latest

• Anomalous Diffusion of Tropical Cyclones Observed in Huge Ensembles of Hindcasts
• Surface Temperature Extremes Produced by Huge Machine Learning Hindcasts of Summer 2023
• Examining Fast Radiatively Driven Responses Using Machine-Learning Weather Emulators
• Demystifying Data-Driven Probabilistic Medium-Range Weather Forecasting
• Huge ensembles -- Part 1: Design of Ensemble Weather Forecasts Using Spherical Fourier Neural Operators
• Huge Ensembles Part 2: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators
• FourCastNet 3: A Geometric Approach to Probabilistic Machine-Learning Weather Forecasting at Scale
• A Practical Probabilistic Benchmark for AI Weather Models
• Application of the AI2 Climate Emulator to E3SMv2's Global Atmosphere Model, With a Focus on Precipitation Fidelity
• Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model