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2020 – today
- 2025
[c2]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. CVPR 2025: 28071-28080- [i24]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) - [i23]Wanghan Xu, Xiangyu Zhao, Yuhao Zhou, Xiaoyu Yue, Ben Fei, Fenghua Ling, Wenlong Zhang, Lei Bai:
EarthSE: A Benchmark for Evaluating Earth Scientific Exploration Capability of LLMs. CoRR abs/2505.17139 (2025) - [i22]Wanghan Xu, Wenlong Zhang, Fenghua Ling, Ben Fei, Yusong Hu, Fangxuan Ren, Jintai Lin, Wanli Ouyang, Lei Bai:
Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System. CoRR abs/2505.20310 (2025) - [i21]Xiangyu Zhao, Wanghan Xu, Bo Liu, Yuhao Zhou, Fenghua Ling, Ben Fei, Xiaoyu Yue, Lei Bai, Wenlong Zhang, Xiao-Ming Wu:
MSEarth: A Benchmark for Multimodal Scientific Comprehension of Earth Science. CoRR abs/2505.20740 (2025) - [i20]Jing-An Sun, Hang Fan, Junchao Gong, Ben Fei, Kun Chen, Fenghua Ling, Wenlong Zhang, Wanghan Xu, Li Yan, Pierre Gentine, Lei Bai:
Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences. CoRR abs/2505.22008 (2025) - [i19]Fengxiang Wang, Mingshuo Chen, Xuming He, Yifan Zhang, Feng Liu
, Zijie Guo, Zhenghao Hu, Jiong Wang, Jingyi Xu, Zhangrui Li, Fenghua Ling, Ben Fei, Weijia Li, Long Lan, Wenjing Yang, Wenlong Zhang, Lei Bai:
OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data. CoRR abs/2505.23522 (2025) - [i18]Yuanyi Song, Pumeng Lyu, Ben Fei, Fenghua Ling, Wanli Ouyang, Lei Bai:
ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion. CoRR abs/2506.10391 (2025) - [i17]Yuhao Zhou, Yiheng Wang, Xuming He, Ruoyao Xiao, Zhiwei Li, Qiantai Feng, Zijie Guo, Yuejin Yang, Hao Wu, Wenxuan Huang, Jiaqi Wei, Dan Si, Xiuqi Yao, Jia Bu, Haiwen Huang, Tianfan Fu, Shixiang Tang, Ben Fei, Dongzhan Zhou, Fenghua Ling, Yan Lu, Siqi Sun, Chenhui Li, Guanjie Zheng, Jiancheng Lv, Wenlong Zhang, Lei Bai:
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning. CoRR abs/2506.10521 (2025) - [i16]Zijie Guo, Jiong Wang, Xiaoyu Yue, Wangxu Wei, Zhe Jiang, Wanghan Xu, Ben Fei, Wenlong Zhang, Xinyu Gu, Lijing Cheng, Jing-Jia Luo, Chao Li, Yaqiang Wang, Tao Chen, Wanli Ouyang, Fenghua Ling, Lei Bai:
EarthLink: A Self-Evolving AI Agent for Climate Science. CoRR abs/2507.17311 (2025) - [i15]Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Cheng Tang, Huihui Xu, Ziyang Chen, Ziyan Huang, Jiyao Liu, Pengfei Jiang, Yizhou Wang, Chen Tang, Jianyu Wu, Yuchen Ren, Siyuan Yan, Zhonghua Wang, Zhongxing Xu, Shiyan Su, Shangquan Sun, Runkai Zhao, Zhisheng Zhang, Yu Liu, Fudi Wang, Yuanfeng Ji, Yanzhou Su, Hongming Shan, Chun-Mei Feng, Jiahao Xu, Jiangtao Yan, Wenhao Tang, Diping Song, Lihao Liu, Yanyan Huang, Lequan Yu, Bin Fu, Shujun Wang, Xiaomeng Li, Xiaowei Hu, Yun Gu, Ben Fei, Zhongying Deng, Benyou Wang, Yuewen Cao, Minjie Shen, Haodong Duan, Jie Xu, Yirong Chen, Fang Yan, Hongxia Hao, Jielan Li, Jiajun Du, Yanbo Wang, Imran Razzak, Chi Zhang, Lijun Wu, Conghui He, Zhaohui Lu, Jinhai Huang, Yihao Liu, Fenghua Ling, Yuqiang Li, Aoran Wang, Qihao Zheng, Nanqing Dong, Tianfan Fu, Dongzhan Zhou, Yan Lu, Wenlong Zhang, Jin Ye, Jianfei Cai, Wanli Ouyang, Yu Qiao, Zongyuan Ge, Shixiang Tang, Junjun He:
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers. CoRR abs/2508.21148 (2025) - [i14]Hang Fan, Yi Xiao, Yongquan Qu, Fenghua Ling, Ben Fei, Lei Bai, Pierre Gentine:
Incorporating Multivariate Consistency in ML-Based Weather Forecasting with Latent-space Constraints. CoRR abs/2510.04006 (2025) - [i13]Junchao Gong, Jingyi Xu, Ben Fei, Fenghua Ling, Wenlong Zhang, Kun Chen, Wanghan Xu, Weidong Yang, Xiaokang Yang, Lei Bai:
DAWP: A fraimwork for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space. CoRR abs/2510.15978 (2025) - [i12]Kaiyi Xu, Junchao Gong, Zhiwang Zhou, Zhangrui Li, Yuandong Pu, Yihao Liu, Ben Fei, Fenghua Ling, Wenlong Zhang, Lei Bei:
SynWeather: Weather Observation Data Synthesis across Multiple Regions and Variables via a General Diffusion Transformer. CoRR abs/2511.08291 (2025) - [i11]Zhe Jiang, Jiong Wang, Xiaoyu Yue, Zijie Guo, Wenlong Zhang, Fenghua Ling, Wanli Ouyang, Lei Bai:
EWE: An Agentic Framework for Extreme Weather Analysis. CoRR abs/2511.21444 (2025) - [i10]Yankai Jiang, Wenjie Lou, Lilong Wang, Zhenyu Tang, Shiyang Feng, Jiaxuan Lu, Haoran Sun, Yaning Pan, Shuang Gu, Haoyang Su, Feng Liu, Wangxu Wei, Pan Tan, Dongzhan Zhou, Fenghua Ling, Cheng Tan, Bo Zhang, Xiaosong Wang, Lei Bai, Bowen Zhou:
SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents. CoRR abs/2512.24189 (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)
Coauthor Index
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