Weather Forecasting Comparison Hub
4 papers - avg viability 5.3
Top Papers
- 3DTCR: A Physics-Based Generative Framework for Vortex-Following 3D Reconstruction to Improve Tropical Cyclone Intensity Forecasting(7.0)
3DTCR is a physics-based generative framework that enhances tropical cyclone intensity forecasting by reconstructing fine-scale 3D structures efficiently.
- AGCD: Agent-Guided Cross-Modal Decoding for Weather Forecasting(7.0)
AGCD is a novel decoding paradigm that enhances weather forecasting accuracy by integrating state-conditioned physics-priors.
- Demystifying Data-Driven Probabilistic Medium-Range Weather Forecasting(4.0)
Scalable framework for improving state-of-the-art probabilistic weather forecasting without needing specialized architectures or training heuristics.
- PuYun-LDM: A Latent Diffusion Model for High-Resolution Ensemble Weather Forecasts(3.0)
Improve high-resolution ensemble weather forecasts with PuYun-LDM using 3D Masked AutoEncoder and Variable-Aware Masked Frequency Modeling.