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Fenghua Ling
Fenghua Ling
Shanghai Artificial Intelligence Laboratory
Zweryfikowany adres z pjlab.org.cn
Tytuł
Cytowane przez
Cytowane przez
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Fengwu: Pushing the skillful global medium-range weather forecast beyond 10 days lead
K Chen, T Han, J Gong, L Bai, F Ling, JJ Luo, X Chen, L Ma, T Zhang, ...
arXiv preprint arXiv:2304.02948, 2023
1722023
Multi-task machine learning improves multi-seasonal prediction of the Indian Ocean Dipole
F Ling, JJ Luo, Y Li, T Tang, L Bai, W Ouyang, T Yamagata
Nature Communications 13 (1), 7681, 2022
512022
Predictability of sea surface temperature anomalies at the eastern pole of the Indian Ocean Dipole—using a convolutional neural network model
M Feng, F Boschetti, F Ling, X Zhang, JR Hartog, M Akhtar, L Shi, ...
Frontiers in Climate 4, 925068, 2022
192022
Fengwu-ghr: Learning the kilometer-scale medium-range global weather forecasting
T Han, S Guo, F Ling, K Chen, J Gong, J Luo, J Gu, K Dai, W Ouyang, ...
arXiv preprint arXiv:2402.00059, 2024
182024
Fengwu: Pushing the skillful global medium-range weather forecast beyond 10 days lead. arXiv 2023
K Chen, T Han, J Gong, L Bai, F Ling, JJ Luo, X Chen, L Ma, T Zhang, ...
arXiv preprint arXiv:2304.02948, 2023
172023
Wave forecast in the Atlantic Ocean using a double-stage ConvLSTM network
L Ouyang, F Ling, Y Li, L Bai, JJ Luo
Atmospheric and Oceanic Science Letters 16 (4), 100347, 2023
152023
Two deep learning-based bias-correction pathways improve summer precipitation prediction over China
F Ling, Y Li, JJ Luo, X Zhong, Z Wang
Environmental Research Letters 17 (12), 124025, 2022
132022
Towards an end-to-end artificial intelligence driven global weather forecasting system
K Chen, L Bai, F Ling, P Ye, T Chen, JJ Luo, H Chen, Y Xiao, K Chen, ...
arXiv preprint arXiv:2312.12462, 2023
122023
Diffusion model-based probabilistic downscaling for 180-year East Asian climate reconstruction
F Ling, Z Lu, JJ Luo, L Bai, SK Behera, D Jin, B Pan, H Jiang, T Yamagata
npj Climate and Atmospheric Science 7 (1), 131, 2024
82024
Improving seasonal prediction of summer precipitation in the middle–lower reaches of the Yangtze River using a TU-Net deep learning approach
S Yang, F Ling, Y Li, JJ Luo
Artificial Intelligence for the Earth Systems 2 (2), 220078, 2023
72023
Is artificial intelligence providing the second revolution for weather forecasting
F Ling, L Ouyang, BR Larbi, JJ Luo, T Han, X Zhong, L Bai
arXiv preprint arXiv:2401.16669, 2024
62024
Generalizing weather forecast to fine-grained temporal scales via physics-ai hybrid modeling
W Xu, F Ling, T Han, H Chen, W Ouyang, LEI BAI
Advances in Neural Information Processing Systems 37, 23325-23351, 2024
52024
ResoNet: Robust and explainable ENSO forecasts with hybrid convolution and transformer networks
P Lyu, T Tang, F Ling, JJ Luo, N Boers, W Ouyang, L Bai
Advances in Atmospheric Sciences 41 (7), 1289-1298, 2024
42024
Improving seasonal forecast of summer precipitation in southeastern China using cyclegan deep learning bias correction
S Yang, F Ling, L Bai, JJ Luo
Authorea Preprints, 2023
42023
ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions
Z Guo, P Lyu, F Ling, JJ Luo, N Boers, W Ouyang, L Bai
arXiv e-prints, arXiv: 2405.15412, 2024
32024
Improving global weather and ocean wave forecast with large artificial intelligence models
F Ling, L Ouyang, BR Larbi, JJ Luo, T Han, X Zhong, L Bai
Science China Earth Sciences, 1-14, 2024
22024
Probabilistic diffusion model for stochastic parameterization--a case example of numerical precipitation estimation
B Pan, LY Wang, F Zhang, Q Duan, X Li, X Pan, X Chen, F Ling, S Wang, ...
Authorea Preprints, 2023
22023
Physically Consistent Global Atmospheric Data Assimilation with Machine Learning in a Latent Space
H Fan, B Fei, P Gentine, Y Xiao, K Chen, Y Liu, Y Qu, F Ling, L Bai
arXiv preprint arXiv:2502.02884, 2025
12025
Improving the Seasonal Forecast of Summer Precipitation in Southeastern China Using a CycleGAN-based Deep Learning Bias Correction Method
S Yang, F Ling, JJ Luo, L Bai
Advances in Atmospheric Sciences 42 (1), 26-35, 2025
12025
Data-driven Global Ocean Modeling for Seasonal to Decadal Prediction
Z Guo, P Lyu, F Ling, L Bai, JJ Luo, N Boers, T Yamagata, T Izumo, ...
arXiv preprint arXiv:2405.15412, 2024
12024
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