Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks. - Xiaowei Jia; Jacob Zwart; Jeffrey M. Sadler; Alison P. Appling; Samantha Oliver; Steven Markstrom; Jared Willard; Shaoming Xu; Michael S. Steinbach; Jordan S. Read; Vipin Kumar 001 (CoRR, 2020)

Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning. - Jared D. Willard; Jordan S. Read; Alison P. Appling; Samantha K. Oliver; Xiaowei Jia; Vipin Kumar 001 (CoRR, 2020)

Partial Differential Equation Driven Dynamic Graph Networks for Predicting Stream Water Temperature. - Tianshu Bao; Xiaowei Jia; Jacob Zwart; Jeffrey M. Sadler; Alison P. Appling; Samantha Oliver; Taylor T. Johnson (ICDM, 2021)

Heterogeneous Stream-reservoir Graph Networks with Data Assimilation. - Shengyu Chen; Alison P. Appling; Samantha Oliver; Hayley Corson-Dosch; Jordan S. Read; Jeffrey M. Sadler; Jacob Zwart; Xiaowei Jia (ICDM, 2021)

Physics-Guided Machine Learning from Simulation Data: An Application in Modeling Lake and River Systems. - Xiaowei Jia; Yiqun Xie; Sheng Li 001; Shengyu Chen; Jacob Zwart; Jeffrey M. Sadler; Alison P. Appling; Samantha Oliver; Jordan S. Read (ICDM, 2021)

Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks. - Xiaowei Jia; Beiyu Lin; Jacob Zwart; Jeffrey M. Sadler; Alison P. Appling; Samantha Oliver; Jordan S. Read (SDM, 2021)

Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks. - Xiaowei Jia; Jacob Zwart; Jeffrey M. Sadler; Alison P. Appling; Samantha Oliver; Steven Markstrom; Jared Willard; Shaoming Xu; Michael S. Steinbach; Jordan S. Read; Vipin Kumar 001 (SDM, 2021)

Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature. - Xiaowei Jia; Shengyu Chen; Yiqun Xie; Haoyu Yang; Alison P. Appling; Samantha Oliver; Zhe Jiang 001 (SDM, 2022)

Physics-guided machine learning from simulated data with different physical parameters. - Shengyu Chen; Nasrin Kalanat; Yiqun Xie; Sheng Li 001; Jacob A. Zwart; Jeffrey M. Sadler; Alison P. Appling; Samantha K. Oliver; Jordan S. Read; Xiaowei Jia (Knowl. Inf. Syst., 2023)