Saved in:
| Main Authors: | Satheesh, Athul Rasheeda, Knippertz, Peter, Fink, Andreas H. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2408.16349 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Physics-based vs. data-driven 24-hour probabilistic forecasts of precipitation for northern tropical Africa
by: Walz, Eva-Maria, et al.
Published: (2024)
by: Walz, Eva-Maria, et al.
Published: (2024)
Dynamics and Model Representation of Two Contrasting Extreme Precipitation Events in the Sahel
by: Sanogo, Souleymane, et al.
Published: (2025)
by: Sanogo, Souleymane, et al.
Published: (2025)
Rainfall forecasts in daily use over East Africa improved by machine learning
by: Cooper, Fenwick C., et al.
Published: (2025)
by: Cooper, Fenwick C., et al.
Published: (2025)
Interpretable rainfall modelling reveals rapid reorganisation of Amazonian rainfall under vegetation loss
by: Horvath-Makkos, Lilly, et al.
Published: (2026)
by: Horvath-Makkos, Lilly, et al.
Published: (2026)
Improvements to the post-processing of weather forecasts using machine learning and feature selection
by: Iwase, Kazuma, et al.
Published: (2026)
by: Iwase, Kazuma, et al.
Published: (2026)
Interpolation of mountain weather forecasts by machine learning
by: Iwase, Kazuma, et al.
Published: (2023)
by: Iwase, Kazuma, et al.
Published: (2023)
FuXi-2.0: Advancing machine learning weather forecasting model for practical applications
by: Zhong, Xiaohui, et al.
Published: (2024)
by: Zhong, Xiaohui, et al.
Published: (2024)
DPSformer: A long-tail-aware model for improving heavy rainfall prediction
by: Huang, Zenghui, et al.
Published: (2025)
by: Huang, Zenghui, et al.
Published: (2025)
FuXi Weather: A data-to-forecast machine learning system for global weather
by: Sun, Xiuyu, et al.
Published: (2024)
by: Sun, Xiuyu, et al.
Published: (2024)
Skillful high-resolution weather forecasting independent of physical models
by: Zhao, Pengcheng, et al.
Published: (2026)
by: Zhao, Pengcheng, et al.
Published: (2026)
Generating ensembles of spatially-coherent in-situ forecasts using flow matching
by: Landry, David, et al.
Published: (2025)
by: Landry, David, et al.
Published: (2025)
An ensemble of data-driven weather prediction models for operational sub-seasonal forecasting
by: Weyn, Jonathan A., et al.
Published: (2024)
by: Weyn, Jonathan A., et al.
Published: (2024)
Skillful joint probabilistic weather forecasting from marginals
by: Alet, Ferran, et al.
Published: (2025)
by: Alet, Ferran, et al.
Published: (2025)
Improving sub-seasonal wind-speed forecasts in Europe with a non-linear model
by: Tian, Ganglin, et al.
Published: (2024)
by: Tian, Ganglin, et al.
Published: (2024)
Learning low-dimensional representations of ensemble forecast fields using autoencoder-based methods
by: Chen, Jieyu, et al.
Published: (2025)
by: Chen, Jieyu, et al.
Published: (2025)
FuXi-S2S: A machine learning model that outperforms conventional global subseasonal forecast models
by: Chen, Lei, et al.
Published: (2023)
by: Chen, Lei, et al.
Published: (2023)
A comparison of stretched-grid and limited-area modelling for data-driven regional weather forecasting
by: Wijnands, Jasper S., et al.
Published: (2025)
by: Wijnands, Jasper S., et al.
Published: (2025)
Predicting Tropical Cyclone Track Forecast Errors using a Probabilistic Neural Network
by: Fernandez, M. A., et al.
Published: (2025)
by: Fernandez, M. A., et al.
Published: (2025)
GenCast: Diffusion-based ensemble forecasting for medium-range weather
by: Price, Ilan, et al.
Published: (2023)
by: Price, Ilan, et al.
Published: (2023)
Data driven weather forecasts trained and initialised directly from observations
by: McNally, Anthony, et al.
Published: (2024)
by: McNally, Anthony, et al.
Published: (2024)
FuXi-ENS: A machine learning model for medium-range ensemble weather forecasting
by: Zhong, Xiaohui, et al.
Published: (2024)
by: Zhong, Xiaohui, et al.
Published: (2024)
Analysis, forecasting and system identification of a floating offshore wind turbine using dynamic mode decomposition
by: Palma, Giorgio, et al.
Published: (2024)
by: Palma, Giorgio, et al.
Published: (2024)
Identifying Three-Dimensional Radiative Patterns Associated with Early Tropical Cyclone Intensification
by: Tam, Frederick Iat-Hin, et al.
Published: (2024)
by: Tam, Frederick Iat-Hin, et al.
Published: (2024)
Machine learning emulation of precipitation from km-scale UK regional climate simulations using a diffusion model
by: Addison, Henry, et al.
Published: (2024)
by: Addison, Henry, et al.
Published: (2024)
Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán
by: Charlton-Perez, Andrew J., et al.
Published: (2023)
by: Charlton-Perez, Andrew J., et al.
Published: (2023)
A Temporal Stochastic Bias Correction using a Machine Learning Attention model
by: Nivron, Omer, et al.
Published: (2024)
by: Nivron, Omer, et al.
Published: (2024)
Decomposing weather forecasting into advection and convection with neural networks
by: Chen, Mengxuan, et al.
Published: (2024)
by: Chen, Mengxuan, et al.
Published: (2024)
Forecasting Tropical Cyclones with Cascaded Diffusion Models
by: Nath, Pritthijit, et al.
Published: (2023)
by: Nath, Pritthijit, et al.
Published: (2023)
On the importance of learning non-local dynamics for stable data-driven climate modeling: A 1D gravity wave-QBO testbed
by: Pahlavan, Hamid A., et al.
Published: (2024)
by: Pahlavan, Hamid A., et al.
Published: (2024)
Can AI weather models predict out-of-distribution gray swan tropical cyclones?
by: Sun, Y. Qiang, et al.
Published: (2024)
by: Sun, Y. Qiang, et al.
Published: (2024)
FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere
by: Ling, Fenghua, et al.
Published: (2024)
by: Ling, Fenghua, et al.
Published: (2024)
Aardvark weather: end-to-end data-driven weather forecasting
by: Vaughan, Anna, et al.
Published: (2024)
by: Vaughan, Anna, et al.
Published: (2024)
Improving forecasts of precipitation extremes over Northern and Central Italy using machine learning
by: Grazzini, Federico, et al.
Published: (2024)
by: Grazzini, Federico, et al.
Published: (2024)
WindDragon: Enhancing wind power forecasting with Automated Deep Learning
by: Keisler, Julie, et al.
Published: (2024)
by: Keisler, Julie, et al.
Published: (2024)
Applying ranking techniques for estimating influence of Earth variables on temperature forecast error
by: Flores, M. Julia, et al.
Published: (2024)
by: Flores, M. Julia, et al.
Published: (2024)
GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations
by: Alexe, Mihai, et al.
Published: (2024)
by: Alexe, Mihai, et al.
Published: (2024)
A Synergistic Approach: Dynamics-AI Ensemble in Tropical Cyclone Forecasting
by: Li, Yonghui, et al.
Published: (2026)
by: Li, Yonghui, et al.
Published: (2026)
Inductive biases in deep learning models for weather prediction
by: Thuemmel, Jannik, et al.
Published: (2023)
by: Thuemmel, Jannik, et al.
Published: (2023)
HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales
by: Abdi, Daniel, et al.
Published: (2025)
by: Abdi, Daniel, et al.
Published: (2025)
More extreme Indian monsoon daily rainfall in El Niño summers
by: Hill, Spencer A, et al.
Published: (2024)
by: Hill, Spencer A, et al.
Published: (2024)
Similar Items
-
Physics-based vs. data-driven 24-hour probabilistic forecasts of precipitation for northern tropical Africa
by: Walz, Eva-Maria, et al.
Published: (2024) -
Dynamics and Model Representation of Two Contrasting Extreme Precipitation Events in the Sahel
by: Sanogo, Souleymane, et al.
Published: (2025) -
Rainfall forecasts in daily use over East Africa improved by machine learning
by: Cooper, Fenwick C., et al.
Published: (2025) -
Interpretable rainfall modelling reveals rapid reorganisation of Amazonian rainfall under vegetation loss
by: Horvath-Makkos, Lilly, et al.
Published: (2026) -
Improvements to the post-processing of weather forecasts using machine learning and feature selection
by: Iwase, Kazuma, et al.
Published: (2026)