Showing 1–20 of 91 results
/ Date/ Name
Apr 23, 2026Assessing Emulator Design and Training for Modal Aerosol Microphysics Parameterizations in E3SMv2Apr 17, 2026Enhancing AI and Dynamical Subseasonal Forecasts with Probabilistic Bias CorrectionMar 31, 2026Deep-Learned Observation Operators for Artificial Intelligence Weather Forecasting ModelsJan 25, 2026HealDA: Highlighting the importance of initial errors in end-to-end AI weather forecastsJan 24, 2026Learning Accurate Storm-Scale Evolution from ObservationsDec 23, 2025Quantum Bayesian Optimization for the Automatic Tuning of Lorenz-96 as a Surrogate Climate ModelDec 20, 2025HiRO-ACE: Fast and skillful AI emulation and downscaling trained on a 3 km global storm-resolving modelDec 16, 2025Quantum Machine Learning for Climate ModellingDec 5, 2025China Regional 3km Downscaling Based on Residual Corrective Diffusion ModelNov 26, 2025Crowdsourcing the Frontier: Advancing Hybrid Physics-ML Climate Simulation via a $50,000 Kaggle CompetitionNov 23, 2025Harmonic Extension for Multiscale Analysis and Modeling Near Boundaries, with an Ocean ApplicationOct 9, 2025Beyond the Training Data: Confidence-Guided Mixing of Parameterizations in a Hybrid AI-Climate ModelSep 22, 2025Technical overview and architecture of the FastNet Machine Learning weather prediction model, version 1.0Sep 22, 2025FastNet: Improving the physical consistency of machine-learning weather prediction models through loss function designSep 18, 2025Top- and bottom-heavy vertical velocity structures: physical modes of layered atmospheric modelsJun 12, 2025Skillful joint probabilistic weather forecasting from marginalsMay 16, 2025Improving Medium Range Severe Weather Prediction through Transformer Post-processing of AI Weather ForecastsMay 7, 2025ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate DownscalingApr 4, 2025Diagnosing Biases in Tropical Atlantic-Pacific Multi-Decadal Teleconnections Across CMIP6 and E3SM ModelsMar 31, 2025Skilful global seasonal predictions from a machine learning weather model trained on reanalysis data