Fenghua Ling

Beijing Academy of Artificial Intelligence — China

Environmental Science · Physical Sciences

10h-index419citations59works2.02yr avg
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Research Topics

Climate variability and models(21), Meteorological Phenomena and Simulations(19), Oceanographic and Atmospheric Processes(9), Hydrological Forecasting Using AI(9), Scientific Computing and Data Management(8)

Publications59 total

A Self-Evolving AI Agent System Accelerating the Understanding of Climate Change and Variability
2026Open Access
AI for atmosphere-ocean sciences: advancements, challenges, and ways forward
National Science Review·2026Open Access
Physically consistent global atmospheric data assimilation with machine learning in latent space
Science Advances·2026· 1 citedOpen Access
SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents
arXiv (Cornell University)·2025Open Access
SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents
ArXiv.org·2025Open Access
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
ArXiv.org·2025Open Access
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
arXiv (Cornell University)·2025Open Access
Understanding the Decreased ENSO Predictability since the Early 2000s Based on Data-Driven and Dynamical Models
Journal of Climate·2025
EWE: An Agentic Framework for Extreme Weather Analysis
arXiv (Cornell University)·2025Open Access
SynWeather: Weather Observation Data Synthesis across Multiple Regions and Variables via a General Diffusion Transformer
arXiv (Cornell University)·2025Open Access
OpenSWI: A Massive-Scale Benchmark Dataset for Surface Wave Dispersion Curve Inversion
2025· 1 citedOpen Access
AI Weather and Climate Prediction and Applications
Bulletin of the American Meteorological Society·2025· 1 cited
DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
arXiv (Cornell University)·2025Open Access
Incorporating Multivariate Consistency in ML-Based Weather Forecasting with Latent-space Constraints
arXiv (Cornell University)·2025Open Access
Refine Extreme Hot Day Predictions With the Sea Surface Temperature Tendency
Geophysical Research Letters·2025· 1 citedOpen Access
A South China Sea Surface Absolute Dynamic Topography Prediction Model Based on Convolutional Long Short‐Term Memory Network With Self‐Attention Mechanism
Geophysical Research Letters·2025Open Access
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
arXiv (Cornell University)·2025Open Access
Data-driven global ocean modeling for seasonal to decadal prediction
Science Advances·2025· 1 citedOpen Access
A Self-Evolving AI Agent System for Climate Science
ArXiv.org·2025Open Access
The operational medium-range deterministic weather forecasting can be extended beyond a 10-day lead time
Communications Earth & Environment·2025· 16 citedOpen Access
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Frequent Co-authors

Jing‐Jia Luo(26), Lei Bai(22), Wanli Ouyang(16), Tao Han(8), Junchao Gong(6), Toshio Yamagata(6), Zijie Guo(6), Wangxu Wei(6), Yue Li(5), Wenlong Zhang(5), Ben Fei(5), Kang Chen(4), Pumeng Lyu(4), Niklas Boers(4), Kun Chen(4), Jiye Wu(4), Xi Chen(3), Xiaokang Yang(3), Dachao Jin(3), Baoxiang Pan(3)