:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Chen, Huaguan, Han, Wei, Sun, Haofei, Lin, Ning, Song, Xingtao, Yang, Yunfan, Tian, Jie, Liu, Yang, Wen, Ji-Rong, Zhang, Xiaoye, Shen, Xueshun, Sun, Hao
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Atmospheric and Oceanic Physics
Online Access:	https://arxiv.org/abs/2511.04659
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

StormDiT: A generative AI model bridges the 2-6 hour 'gray zone' in precipitation nowcasting
by: Sun, Haofei, et al.
Published: (2026)

A plug-and-play generative framework for multi-satellite precipitation estimation
by: Yang, Yunfan, et al.
Published: (2026)

FuXi-Nowcast: Environment-conditioned deep learning for severe convection nowcasting
by: Chen, Lei, et al.
Published: (2025)

Hybrid physics-AI outperforms numerical weather prediction for extreme precipitation nowcasting
by: Das, Puja, et al.
Published: (2024)

GPTCast: a weather language model for precipitation nowcasting
by: Franch, Gabriele, et al.
Published: (2024)

Integrated nowcasting of convective precipitation with Transformer-based models using multi-source data
by: Küçük, Çağlar, et al.
Published: (2024)

Personalized Federated Learning for improving radar based precipitation nowcasting on heterogeneous areas
by: Díaz, Judith Sáinz-Pardo, et al.
Published: (2024)

Spread/Error relationship and spatial error structure of precipitation ensemble nowcasting: Comparison of STEPS and generative AI
by: Bonte, Martin, et al.
Published: (2026)

Intelligent Shanghai Typhoon Model (ISTM): A generative probabilistic emulator for typhoon hybrid modeling
by: Niu, Zeyi, et al.
Published: (2025)

An intercomparison of generative machine learning methods for downscaling precipitation at fine spatial scales
by: Ward-Leikis, Bryn, et al.
Published: (2025)

Dynamic nowcast of the New Zealand greenhouse gas inventory
by: Jones, Malcolm, et al.
Published: (2024)

The Radiation Balance for a semi-gray Atmosphere
by: van Leeuwen, J. M. J.
Published: (2024)

Organization of Historical Oceanic Overturnings on Cross-Sphere Climate Signals
by: Jiang, Yingjing, et al.
Published: (2025)

The Australian Identification, Nowcasting and Tracking Algorithm (A.I.N.T.)
by: Brook, Jordan, et al.
Published: (2025)

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

Bayesian Deep Learning for Convective Initiation Nowcasting Uncertainty Estimation
by: Fan, Da, et al.
Published: (2025)

Can AI weather models predict out-of-distribution gray swan tropical cyclones?
by: Sun, Y. Qiang, et al.
Published: (2024)

Refined climatologies of future precipitation over High Mountain Asia using probabilistic ensemble learning
by: Tazi, Kenza, et al.
Published: (2025)

Improving forecasts of precipitation extremes over Northern and Central Italy using machine learning
by: Grazzini, Federico, et al.
Published: (2024)

How to use score-based diffusion in earth system science: A satellite nowcasting example
by: Chase, Randy J., et al.
Published: (2025)

Fusion of multi-source precipitation records via coordinate-based generative model
by: Sun, Sencan, et al.
Published: (2025)

MAG-Net: Physics-Aware Multi-Modal Fusion of Geostationary Satellite and Radar for Severe Convective Precipitation Nowcasting
by: Chen, Dandan, et al.
Published: (2026)

Efficient and High-Accuracy Ray Tracing in Discretized Ionospheric Models
by: Li, Qinglin, et al.
Published: (2025)

Seeing Inside the Storm: Improving Nowcasting by Integrating Meteorological Drivers
by: Qiu, Minghui, et al.
Published: (2026)

CloudCast -- Total Cloud Cover Nowcasting with Machine Learning
by: Partio, Mikko, et al.
Published: (2024)

Spatial verification of global precipitation forecasts
by: Skok, Gregor, et al.
Published: (2024)

An Operational Deep Learning System for Satellite-Based High-Resolution Global Nowcasting
by: Agrawal, Shreya, et al.
Published: (2025)

How Effective Are Time-Series Models for Precipitation Nowcasting? A Comprehensive Benchmark for GNSS-based Precipitation Nowcasting
by: Zhang, Yifang, et al.
Published: (2025)

Nowcasting of Aviation Radiation Using Geospace Environment Properties: A Machine Learning Approach
by: C, Sanjib K, et al.
Published: (2025)

Observation-guided Interpolation Using Graph Neural Networks for High-Resolution Nowcasting in Switzerland
by: Miralles, Ophélia, et al.
Published: (2025)

Generative Nowcasting of Marine Fog Visibility in the Grand Banks area and Sable Island in Canada
by: Gultepe, Eren, et al.
Published: (2024)

Estimation of temperature and precipitation uncertainties using quantile neural networks
by: Brettin, Andrew, et al.
Published: (2026)

From trees to rain: Enhancement of cloud glaciation and precipitation by pollen
by: Kretzschmar, Jan, et al.
Published: (2023)

Dependence of convective precipitation extremes on near-surface relative humidity
by: van der Drift, Robert J., et al.
Published: (2024)

Physics-Informed Lightweight Machine Learning for Aviation Visibility Nowcasting Across Multiple Climatic Regimes
by: Castillo, Marcelo Cerda
Published: (2025)

WADEPre: A Wavelet-based Decomposition Model for Extreme Precipitation Nowcasting with Multi-Scale Learning
by: Liu, Baitian, et al.
Published: (2026)

On the Extrapolation of Generative Adversarial Networks for downscaling precipitation extremes in warmer climates
by: Rampal, Neelesh, et al.
Published: (2024)

Stop using root-mean-square error as a precipitation target!
by: Hunt, Kieran M. R.
Published: (2025)

A Storm-Centric 250 m NEXRAD Level-II Dataset for High-Resolution ML Nowcasting
by: Shi, Andy
Published: (2025)

Changes in mesoscale convective system precipitation structures in response to a warming climate
by: Cui, Wenjun, et al.
Published: (2024)