Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Wanghan, Ling, Fenghua, Zhang, Wenlong, Han, Tao, Chen, Hao, Ouyang, Wanli, Bai, Lei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
by: Xu, Wanghan, et al.
Published: (2024)
by: Xu, Wanghan, et al.
Published: (2024)
EMFormer: Efficient Multi-Scale Transformer for Accumulative Context Weather Forecasting
by: Chen, Hao, et al.
Published: (2026)
by: Chen, Hao, et al.
Published: (2026)
EWE: An Agentic Framework for Extreme Weather Analysis
by: Jiang, Zhe, et al.
Published: (2025)
by: Jiang, Zhe, et al.
Published: (2025)
Tyche: One Step Flow for Efficient Probabilistic Weather Forecasting
by: Xu, Fan, et al.
Published: (2026)
by: Xu, Fan, et al.
Published: (2026)
FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting
by: Han, Tao, et al.
Published: (2024)
by: Han, Tao, et al.
Published: (2024)
Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models
by: Ling, Fenghua, et al.
Published: (2024)
by: Ling, Fenghua, et al.
Published: (2024)
DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
by: Gong, Junchao, et al.
Published: (2025)
by: Gong, Junchao, et al.
Published: (2025)
FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation
by: Xiao, Yi, et al.
Published: (2023)
by: Xiao, Yi, et al.
Published: (2023)
CRA5: Extreme Compression of ERA5 for Portable Global Climate and Weather Research via an Efficient Variational Transformer
by: Han, Tao, et al.
Published: (2024)
by: Han, Tao, et al.
Published: (2024)
Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System
by: Xu, Wanghan, et al.
Published: (2025)
by: Xu, Wanghan, et al.
Published: (2025)
RealBench: Benchmarking Data-Driven Numerical Weather Forecasting Under Operational Conditions and Extreme Event Challenges
by: Li, Ruize, et al.
Published: (2026)
by: Li, Ruize, et al.
Published: (2026)
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead
by: Chen, Kang, et al.
Published: (2023)
by: Chen, Kang, et al.
Published: (2023)
SynWeather: Weather Observation Data Synthesis across Multiple Regions and Variables via a General Diffusion Transformer
by: Xu, Kaiyi, et al.
Published: (2025)
by: Xu, Kaiyi, et al.
Published: (2025)
Exploring Representation-Aligned Latent Space for Better Generation
by: Xu, Wanghan, et al.
Published: (2025)
by: Xu, Wanghan, et al.
Published: (2025)
EarthSE: A Benchmark for Evaluating Earth Scientific Exploration Capability of LLMs
by: Xu, Wanghan, et al.
Published: (2025)
by: Xu, Wanghan, et al.
Published: (2025)
WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learning
by: Zhao, Xiangyu, et al.
Published: (2024)
by: Zhao, Xiangyu, 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)
Omni-Weather: A Unified Multimodal Model for Weather Radar Understanding and Generation
by: Zhou, Zhiwang, et al.
Published: (2025)
by: Zhou, Zhiwang, et al.
Published: (2025)
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
by: Gong, Junchao, et al.
Published: (2024)
by: Gong, Junchao, et al.
Published: (2024)
WeatherFormer: Empowering Global Numerical Weather Forecasting with Space-Time Transformer
by: Gong, Junchao, et al.
Published: (2024)
by: Gong, Junchao, et al.
Published: (2024)
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting
by: Chen, Hao, et al.
Published: (2025)
by: Chen, Hao, et al.
Published: (2025)
ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion
by: Song, Yuanyi, et al.
Published: (2025)
by: Song, Yuanyi, et al.
Published: (2025)
Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting
by: Han, Tao, et al.
Published: (2024)
by: Han, Tao, et al.
Published: (2024)
Transforming Weather Data from Pixel to Latent Space
by: Zhao, Sijie, et al.
Published: (2025)
by: Zhao, Sijie, et al.
Published: (2025)
VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting
by: Zhao, Sijie, et al.
Published: (2024)
by: Zhao, Sijie, et al.
Published: (2024)
SynCast: Synergizing Contradictions in Precipitation Nowcasting via Diffusion Sequential Preference Optimization
by: Xu, Kaiyi, et al.
Published: (2025)
by: Xu, Kaiyi, et al.
Published: (2025)
Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences
by: Sun, Jing-An, et al.
Published: (2025)
by: Sun, Jing-An, et al.
Published: (2025)
LO-SDA: Latent Optimization for Score-based Atmospheric Data Assimilation
by: Sun, Jing-An, et al.
Published: (2025)
by: Sun, Jing-An, et al.
Published: (2025)
MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs
by: Zhao, Xiangyu, et al.
Published: (2025)
by: Zhao, Xiangyu, et al.
Published: (2025)
Generative 3D Gaussian Splatting for Arbitrary-ResolutionAtmospheric Downscaling and Forecasting
by: Han, Tao, et al.
Published: (2026)
by: Han, Tao, et al.
Published: (2026)
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
by: Tu, Siwei, et al.
Published: (2025)
by: Tu, Siwei, et al.
Published: (2025)
Towards an end-to-end artificial intelligence driven global weather forecasting system
by: Chen, Kun, et al.
Published: (2023)
by: Chen, Kun, et al.
Published: (2023)
ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning
by: Xu, Wanghan, et al.
Published: (2026)
by: Xu, Wanghan, et al.
Published: (2026)
VA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting
by: Chen, Hao, et al.
Published: (2024)
by: Chen, Hao, et al.
Published: (2024)
A Self-Evolving AI Agent System for Climate Science
by: Guo, Zijie, et al.
Published: (2025)
by: Guo, Zijie, et al.
Published: (2025)
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
by: Chen, Kun, et al.
Published: (2024)
by: Chen, Kun, et al.
Published: (2024)
CTTS: Collective Test-Time Scaling
by: Song, Zhende, et al.
Published: (2025)
by: Song, Zhende, et al.
Published: (2025)
Is 3-(F)WL Enough to Distinguish All 3D Graphs?
by: Xu, Wanghan
Published: (2024)
by: Xu, Wanghan
Published: (2024)
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling
by: Gong, Junchao, et al.
Published: (2024)
by: Gong, Junchao, et al.
Published: (2024)
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation
by: Zhang, Sha, et al.
Published: (2024)
by: Zhang, Sha, et al.
Published: (2024)
Similar Items
-
ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
by: Xu, Wanghan, et al.
Published: (2024) -
EMFormer: Efficient Multi-Scale Transformer for Accumulative Context Weather Forecasting
by: Chen, Hao, et al.
Published: (2026) -
EWE: An Agentic Framework for Extreme Weather Analysis
by: Jiang, Zhe, et al.
Published: (2025) -
Tyche: One Step Flow for Efficient Probabilistic Weather Forecasting
by: Xu, Fan, et al.
Published: (2026) -
FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting
by: Han, Tao, et al.
Published: (2024)