Cover Image

PuYun: Medium-Range Global Weather Forecasting Using Large Kernel Attention Convolutional Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Shengchen, Chen, Yiming, Yu, Peiying, Qu, Xiang, Zhou, Yuxiao, Ma, Yiming, Zhao, Zhizhan, Liu, Yukai, Mi, Hao, Wang, Bin
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence Atmospheric and Oceanic Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improving Medium Range Severe Weather Prediction through Transformer Post-processing of AI Weather Forecasts
by: Hua, Zhanxiang, et al.
Published: (2025)

Mixed-Precision Computing in the GRIST Dynamical Core for Weather and Climate Modelling
by: Chen, Siyuan, et al.
Published: (2024)

YanTian: An Application Platform for AI Global Weather Forecasting Models
by: Cheng, Wencong, et al.
Published: (2024)

Super Resolution On Global Weather Forecasts
by: Zhang, Lawrence, et al.
Published: (2024)

OneForecast: A Universal Framework for Global and Regional Weather Forecasting
by: Gao, Yuan, et al.
Published: (2025)

On Using Medium-Range Ensemble Forecasts for Storm Transposition of Synoptic-Scale Systems in Probable Maximum Precipitation Estimation
by: Mure-Ravaud, Mathieu
Published: (2026)

How does an AI Weather Model Learn to Forecast Extreme Weather?
by: Baiman, Rebecca, et al.
Published: (2025)

Evaluating the Predictability of Selected Weather Extremes with Aurora, an AI Weather Forecast Model
by: Huang, Qin, et al.
Published: (2026)

FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead
by: Chen, Kang, et al.
Published: (2023)

FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting
by: Han, Tao, et al.
Published: (2024)

Attention-Enhanced Convolutional Autoencoder and Structured Delay Embeddings for Weather Prediction
by: Hedayat, Amirpasha, et al.
Published: (2025)

Deep-Learned Observation Operators for Artificial Intelligence Weather Forecasting Models
by: Lieberman, Kelsey, et al.
Published: (2026)

The Jive Verification System and its Transformative Impact on Weather Forecasting Operations
by: Loveday, Nicholas, et al.
Published: (2024)

Global Forecasting of Tropical Cyclone Intensity Using Neural Weather Models
by: Gomez, Milton, et al.
Published: (2025)

S$^2$Transformer: Scalable Structured Transformers for Global Station Weather Forecasting
by: Chen, Hongyi, et al.
Published: (2025)

A Data-Driven Regional Model for Skillful Medium-Range Typhoon Prediction
by: Niu, Zeyi, et al.
Published: (2026)

Sonny: Breaking the Compute Wall in Medium-Range Weather Forecasting
by: Cheon, Minjong
Published: (2026)

STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting
by: Chen, Hao, et al.
Published: (2025)

StretchCast: Global-Regional AI Weather Forecasting on Stretched Cubed-Sphere Mesh
by: Feng, Jin
Published: (2026)

Searth Transformer: A Transformer Architecture Incorporating Earth's Geospheric Physical Priors for Global Mid-Range Weather Forecasting
by: Li, Tianye, et al.
Published: (2026)

Imposing the Fundamental Dynamical Constraint of Hydrostatic Balance to Improve Global ML Weather Prediction
by: Subramaniam, Akshay, et al.
Published: (2025)

WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer
by: Gong, Junchao, et al.
Published: (2024)

OMG-HD: A High-Resolution AI Weather Model for End-to-End Forecasts from Observations
by: Zhao, Pengcheng, et al.
Published: (2024)

Toward Trustworthy Short-Range Forecasts with AFNO: From Skill Metrics to Conservation Checks
by: Sunil, Akshay, et al.
Published: (2026)

Continuous Ensemble Weather Forecasting with Diffusion models
by: Andrae, Martin, et al.
Published: (2024)

PEAR: Equal Area Weather Forecasting on the Sphere
by: Linander, Hampus, et al.
Published: (2025)

XiHe: A Data-Driven Model for Global Ocean Eddy-Resolving Forecasting
by: Wang, Xiang, et al.
Published: (2024)

VA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting
by: Chen, Hao, et al.
Published: (2024)

Error Growth Dynamic and Predictability of Tropical Cyclone in Machine Learning Weather Prediction Model
by: Pu, Jingchen, et al.
Published: (2026)

Predictability of Global AI Weather Models
by: Kieu, Chanh
Published: (2024)

Skill of Long-Range Forecasts of Ocean Wave Spectra from the Navy ESPC Version 2 System
by: Rogers, W. E., et al.
Published: (2025)

Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models
by: Ling, Fenghua, et al.
Published: (2024)

Diffusion-LAM: Probabilistic Limited Area Weather Forecasting with Diffusion
by: Larsson, Erik, et al.
Published: (2025)

Measurement of plutonium isotopes, 239Pu and 240Pu, in air-filter samples from Seville (2001-2002)
by: Chamizo, E., et al.
Published: (2025)

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model
by: Loveday, Nicholas, et al.
Published: (2025)

STAA: Spatio-Temporal Alignment Attention for Short-Term Precipitation Forecasting
by: Chen, Min, et al.
Published: (2024)

Future Amplification of Moist Weather Extremes in the Midlatitudes
by: Li, Funing, et al.
Published: (2026)

Modulated Adaptive Fourier Neural Operators for Temporal Interpolation of Weather Forecasts
by: Leinonen, Jussi, et al.
Published: (2024)

Hierarchical Graph Networks for Accurate Weather Forecasting via Lightweight Training
by: Bailie, Thomas, et al.
Published: (2025)

Postprocessing of Ensemble Weather Forecasts Using Permutation-invariant Neural Networks
by: Höhlein, Kevin, et al.
Published: (2023)