Peter Harrington

Latest

• DLESyM-Ocean: A Deep Learning Probabilistic Global Model for Simulating Present-Day Upper Ocean and Sea Ice
• ShardTensor: Domain Parallelism for Scientific Machine Learning
• Demystifying Data-Driven Probabilistic Medium-Range Weather Forecasting
• Kilometer-Scale Convection-Allowing Model Emulation Using Generative Diffusion Modeling
• Learning Accurate Storm-Scale Evolution from Observations
• Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
• 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
• A Practical Probabilistic Benchmark for AI Weather Models
• StormCast: Kilometer-Scale Convection Allowing Model Emulation Using Generative Diffusion Modeling