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ORCIDFenghua Ling
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2020 – today
- 2025
[i10]Siwei Tu, Ben Fei, Weidong Yang, Fenghua Ling, Hao Chen, Zili Liu, Kun Chen, Hang Fan, Wanli Ouyang, Lei Bai:
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution. CoRR abs/2502.07814 (2025)- 2024
- [c1]Wanghan Xu, Fenghua Ling, Wenlong Zhang, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai:
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling. NeurIPS 2024 - [i9]Fenghua Ling, Lin Ouyang, Boufeniza Redouane Larbi, Jing-Jia Luo, Tao Han, Xiaohui Zhong, Lei Bai:
Is Artificial Intelligence Providing the Second Revolution for Weather Forecasting? CoRR abs/2401.16669 (2024) - [i8]Tao Han, Song Guo, Fenghua Ling, Kang Chen, Junchao Gong, Jing-Jia Luo, Junxia Gu, Kan Dai, Wanli Ouyang
, Lei Bai:
FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting. CoRR abs/2402.00059 (2024) - [i7]Fenghua Ling, Zeyu Lu, Jing-Jia Luo, Lei Bai, Swadhin K. Behera, Dachao Jin, Baoxiang Pan, Huidong Jiang, Toshio Yamagata:
Diffusion Model-based Probabilistic Downscaling for 180-year East Asian Climate Reconstruction. CoRR abs/2402.06646 (2024) - [i6]Wanghan Xu, Fenghua Ling, Wenlong Zhang, Tao Han, Hao Chen, Wanli Ouyang, Lei Bai:
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling. CoRR abs/2405.13796 (2024) - [i5]Zijie Guo, Pumeng Lyu, Fenghua Ling, Jing-Jia Luo, Niklas Boers, Wanli Ouyang, Lei Bai:
ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions. CoRR abs/2405.15412 (2024) - [i4]Fenghua Ling, Kang Chen, Jiye Wu, Tao Han, Jing-Jia Luo, Wanli Ouyang, Lei Bai:
FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere. CoRR abs/2411.10191 (2024) - 2023
- [i3]Kang Chen, Tao Han, Junchao Gong, Lei Bai, Fenghua Ling, Jing-Jia Luo, Xi Chen, Leiming Ma, Tianning Zhang, Rui Su, Yuanzheng Ci, Bin Li, Xiaokang Yang, Wanli Ouyang:
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead. CoRR abs/2304.02948 (2023) - [i2]Pumeng Lyu, Tao Tang, Fenghua Ling, Jing-Jia Luo, Niklas Boers, Wanli Ouyang, Lei Bai:
ResoNet: Robust and Explainable ENSO Forecasts with Hybrid Convolution and Transformer Networks. CoRR abs/2312.10429 (2023) - [i1]Kun Chen, Lei Bai, Fenghua Ling, Peng Ye, Tao Chen, Kang Chen, Tao Han, Wanli Ouyang:
Towards an End-to-End Artificial Intelligence Driven Global Weather Forecasting System. CoRR abs/2312.12462 (2023)
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