Ling, Fenghua
- FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead
2023/04/06 by Kang Chen, Tao Han, Chen, Kang +25 · 35 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Hydrological Forecasting Using AI
- Diffusion Model-based Probabilistic Downscaling for 180-year East Asian Climate Reconstruction
2024/02/02 by Fenghua Ling, Zeyu Lu, Ling, Fenghua +15 · 7 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Plant Ecology and Soil Science
- FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting
2024/01/28 by Han, Tao, Guo, Song, Ling, Fenghua +7 · 6 citations
#Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
2024/05/22 by Wanghan Xu, Xu, Wanghan, Fenghua Ling +11 · 4 citations
Engineering · #Artificial Intelligence (cs.AI) #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere
2024/11/15 by Fenghua Ling, Kang Chen, Ling, Fenghua +11 · 4 citations
Earth and Planetary Sciences · #Meteorological Phenomena and Simulations
- Data-driven Global Ocean Modeling for Seasonal to Decadal Prediction
2024/05/24 by Guo, Zijie, Lyu, Pumeng, Ling, Fenghua +8 · 3 citations
#Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
2025/06/12 by Yuhao Zhou, Yiheng Wang, Zhou, Yuhao +50 · 8 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
- Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models
2024/01/30 by Fenghua Ling, Ling, Fenghua, Lin Ouyang +11 · 2 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Impact of AI and Big Data on Business and Society #Machine Learning (cs.LG)
- A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Physically Consistent Global Atmospheric Data Assimilation with Machine Learning in Latent Space
2025/02/05 by Hang Fan, Fan, Hang, Lei Bai +15 · 1 voice · 4 citations
#physics.ao-ph
- A Self-Evolving AI Agent System for Climate Science
2025/07/23 by Zijie Guo, Jiong Wang, Guo, Zijie +36 · 2 citations
Decision Sciences · #Scientific Computing and Data Management
- Towards an end-to-end artificial intelligence driven global weather forecasting system
2023/12/18 by Kun Chen, Chen, Kun, Lei Bai +14 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Hydrological Forecasting Using AI #Climate variability and models
- OpenSWI: A Massive-Scale Benchmark Dataset for Surface Wave Dispersion Curve Inversion
2025/08/14 by Liu, Feng, Zhao, Sijie, Gu, Xinyu +8 · 1 citation
#FOS: Physical sciences #Geophysics (physics.geo-ph)
- Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
2025/02/09 by Siwei Tu, Tu, Siwei, Ben Fei +17 · 1 citation
Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Calibration and Measurement Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Radiative Heat Transfer Studies #Statistical and numerical algorithms
- Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
2025/12/18 by Wanghan Xu, Xu, Wanghan, Yuhao Zhou +214 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG