Research

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A Mamba-type of deep state space model for reservoir release simulation with a large-scale verification over 441 dams across CONUS

Jiaorui Zhang, Haowen Yue, Milad Basirifard, Jie Cao, Tiantian Yang

Journal of Hydrology  ·  01 Dec 2025  ·  doi:10.1016/j.jhydrol.2025.134145

deep-learning hydrology

Rethinking On-policy Optimization for Query Augmentation

Zhichao Xu, Shengyao Zhuang, Xueguang Ma, Bingsen Chen, Yijun Tian, Fengran Mo, Jie Cao, Vivek Srikumar

arXiv  ·  01 Jan 2025  ·  doi:10.48550/arXiv.2510.17139