{"total":16,"rows":[{"id":"2204.02028","title":"A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts","created":"2022-04-05","cited_by_count":66,"area":null},{"id":"2112.08217","title":"Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization","created":"2021-12-15","cited_by_count":37,"area":null},{"id":"2312.03014","title":"Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey","created":"2023-12-05","cited_by_count":34,"area":null},{"id":"2104.00615","title":"Physics-informed neural networks for the shallow-water equations on the sphere","created":"2021-04-01","cited_by_count":32,"area":null},{"id":"2404.17752","title":"Generative Diffusion-based Downscaling for Climate","created":"2024-04-27","cited_by_count":25,"area":null},{"id":"2103.14430","title":"Combining distribution-based neural networks to predict weather forecast probabilities","created":"2021-03-26","cited_by_count":18,"area":null},{"id":"2106.12045","title":"Deep learning for improved global precipitation in numerical weather prediction systems","created":"2021-06-20","cited_by_count":5,"area":null},{"id":"2205.09182","title":"Computing the ensemble spread from deterministic weather predictions using conditional generative adversarial networks","created":"2022-05-18","cited_by_count":5,"area":null},{"id":"2304.09070","title":"M-ENIAC: A machine learning recreation of the first successful numerical weather forecasts","created":"2023-04-18","cited_by_count":3,"area":null},{"id":"2206.11669","title":"Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction","created":"2022-06-23","cited_by_count":2,"area":null},{"id":"2305.00723","title":"Predictions Based on Pixel Data: Insights from PDEs and Finite Differences","created":"2023-05-01","cited_by_count":2,"area":null},{"id":"2506.16281","title":"Artificial Intelligence for Atmospheric Sciences: A Research Roadmap","created":"2025-06-19","cited_by_count":2,"area":null},{"id":"2304.10251","title":"Towards replacing precipitation ensemble predictions systems using machine learning","created":"2023-04-20","cited_by_count":1,"area":null},{"id":"2306.17248","title":"TemperatureGAN: Generative Modeling of Regional Atmospheric Temperatures","created":"2023-06-29","cited_by_count":1,"area":null},{"id":"2206.04015","title":"Improving trajectory calculations using deep learning inspired single image superresolution","created":"2022-06-07","cited_by_count":0,"area":null},{"id":"2404.00528","title":"Generative weather for improved crop model simulations","created":"2024-03-31","cited_by_count":0,"area":null}],"next_cursor":null}