17 citations · 20 across the 11 of their papers we have counts for
Showing physics.ao-phShow all
3 papers · 1 filter
physics.ao-ph2025
A deep-learning model for predicting daily PM2.5 concentration in response to emission reduction
Shigan Liu, Guannan Geng, Yanfei Xiang +4
Air pollution remains a leading global health threat, with fine particulate matter (PM2.5) contributing to millions of premature deaths annually. Chemical transport models (CTMs) a…
physics.ao-ph2024★ 1 cited
ADAF: An Artificial Intelligence Data Assimilation Framework for Weather Forecasting
Yanfei Xiang, Weixin Jin, Haiyu Dong +7
The forecasting skill of numerical weather prediction (NWP) models critically depends on the accurate initial conditions, also known as analysis, provided by data assimilation (DA)…
physics.ao-ph2023★ 17 cited
AI-GOMS: Large AI-Driven Global Ocean Modeling System
Wei Xiong, Yanfei Xiang, Hao Wu +4
Ocean modeling is a powerful tool for simulating the physical, chemical, and biological processes of the ocean, which is the foundation for marine science research and operational…