Imagen de Portada

Skillful Kilometer-Scale Regional Weather Forecasting via Global and Regional Coupling

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chen, Weiqi, Wang, Wenwei, Yuan, Qilong, Shen, Lefei, Peng, Bingqing, Chen, Jiawei, Wu, Bo, Sun, Liang
Formato:	Preprint
Publicado:	2026
Materias:	Machine Learning Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Utilizing Strategic Pre-training to Reduce Overfitting: Baguan -- A Pre-trained Weather Forecasting Model
por: Niu, Peisong, et al.
Publicado: (2025)

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

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

FusionSF: Fuse Heterogeneous Modalities in a Vector Quantized Framework for Robust Solar Power Forecasting
por: Ma, Ziqing, et al.
Publicado: (2024)

CNCast: Leveraging 3D Swin Transformer and DiT for Enhanced Regional Weather Forecasting
por: Liang, Hongli, et al.
Publicado: (2025)

Target Concept Tuning Improves Extreme Weather Forecasting
por: Ren, Shijie, et al.
Publicado: (2026)

Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shift
por: Chen, Mouxiang, et al.
Publicado: (2023)

Skillful Subseasonal-to-Seasonal Forecasting of Extreme Events with a Multi-Sphere Coupled Probabilistic Model
por: Mu, Bin, et al.
Publicado: (2025)

ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
por: Xu, Wanghan, et al.
Publicado: (2024)

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

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

Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting
por: Luo, Yingtao, et al.
Publicado: (2025)

IndiaWeatherBench: A Dataset and Benchmark for Data-Driven Regional Weather Forecasting over India
por: Nguyen, Tung, et al.
Publicado: (2025)

Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
por: Xu, Wanghan, et al.
Publicado: (2024)

WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction
por: Wu, Binqing, et al.
Publicado: (2023)

VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters
por: Chen, Mouxiang, et al.
Publicado: (2024)

GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network
por: Chen, Weiqi, et al.
Publicado: (2024)

Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting
por: Liu, Peiyuan, et al.
Publicado: (2024)

Efficient Localized Adaptation of Neural Weather Forecasting: A Case Study in the MENA Region
por: Munir, Muhammad Akhtar, et al.
Publicado: (2024)

TSFMAudit: Data Contamination Auditing in Forecasting Time Series Foundation Models
por: Li, Hongkai, et al.
Publicado: (2026)

ARROW: An Adaptive Rollout and Routing Method for Global Weather Forecasting
por: Tian, Jindong, et al.
Publicado: (2025)

Thinking with Reasoning Skills: Fewer Tokens, More Accuracy
por: Zhao, Guangxiang, et al.
Publicado: (2026)

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
por: Yang, Yutao, et al.
Publicado: (2026)

HeLoFusion: An Efficient and Scalable Encoder for Modeling Heterogeneous and Multi-Scale Interactions in Trajectory Prediction
por: Wei, Bingqing, et al.
Publicado: (2025)

RegionE: Adaptive Region-Aware Generation for Efficient Image Editing
por: Chen, Pengtao, et al.
Publicado: (2025)

Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data
por: Zhang, Yihe, et al.
Publicado: (2024)

Skillful High-Resolution Ensemble Precipitation Forecasting with an Integrated Deep Learning Framework
por: He, Shuangshuang, et al.
Publicado: (2025)

TrasMuon: Trust-Region Adaptive Scaling for Orthogonalized Momentum Optimizers
por: Cheng, Peng, et al.
Publicado: (2026)

Hierarchical AI-Meteorologist: LLM-Agent System for Multi-Scale and Explainable Weather Forecast Reporting
por: Sukhorukov, Daniil, et al.
Publicado: (2025)

Progressive Supervision via Label Decomposition: An Long-Term and Large-Scale Wireless Traffic Forecasting Method
por: Liang, Daojun, et al.
Publicado: (2025)

Multi-modal Auto-regressive Modeling via Visual Words
por: Peng, Tianshuo, et al.
Publicado: (2024)

RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering
por: Ye, Wencheng, et al.
Publicado: (2026)

Boundary Prompting: Elastic Urban Region Representation via Graph-based Spatial Tokenization
por: Zhu, Haojia, et al.
Publicado: (2025)

MedSkillAudit: A Domain-Specific Audit Framework for Medical Research Agent Skills
por: Hou, Yingyong, et al.
Publicado: (2026)

A Causality-Aware Spatiotemporal Model for Multi-Region and Multi-Pollutant Air Quality Forecasting
por: Lu, Junxin, et al.
Publicado: (2025)

FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation
por: Xiao, Yi, et al.
Publicado: (2023)

CaFA: Global Weather Forecasting with Factorized Attention on Sphere
por: Li, Zijie, et al.
Publicado: (2024)

Generalising Traffic Forecasting to Regions without Traffic Observations
por: Su, Xinyu, et al.
Publicado: (2025)

Effective Confidence Region Prediction Using Probability Forecasters
por: Lindsay, David, et al.
Publicado: (2024)

DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding
por: Liu, Yichao, et al.
Publicado: (2026)