Karthik Kashinath

Latest

• HealDA: Highlighting the Importance of Initial Errors in End-to-End AI Weather Forecasts
• Kilometer-Scale Convection-Allowing Model Emulation Using Generative Diffusion Modeling
• Surface Temperature Extremes Produced by Huge Machine Learning Hindcasts of Summer 2023
• 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
• Climate In A Bottle: Towards a Generative Foundation Model for the Kilometer-Scale Global Atmosphere
• Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales
• StormCast: Kilometer-Scale Convection Allowing Model Emulation Using Generative Diffusion Modeling
• ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation