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Alison Appling
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Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature


Feb 11, 2022
Xiaowei Jia, Shengyu Chen, Yiqun Xie, Haoyu Yang, Alison Appling, Samantha Oliver, Zhe Jiang

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Heterogeneous Stream-reservoir Graph Networks with Data Assimilation


Oct 11, 2021
Shengyu Chen, Alison Appling, Samantha Oliver, Hayley Corson-Dosch, Jordan Read, Jeffrey Sadler, Jacob Zwart, Xiaowei Jia

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Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks


Oct 27, 2020
Xiaowei Jia, Beiyu Lin, Jacob Zwart, Jeffery Sadler, Alison Appling, Samantha Oliver, Jordan Read

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Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks


Sep 26, 2020
Xiaowei Jia, Jacob Zwart, Jeffery Sadler, Alison Appling, Samantha Oliver, Steven Markstrom, Jared Willard, Shaoming Xu, Michael Steinbach, Jordan Read, Vipin Kumar

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