Samantha Oliver

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 10

Top Topics

Active Learning

Data Assimilation

Top Venues

Publications

Xiaowei Jia, Shengyu Chen, Yiqun Xie, Haoyu Yang, Alison P. Appling, Samantha Oliver, Zhe Jiang
Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature. CoRR (2022)
Xiaowei Jia, Shengyu Chen, Yiqun Xie, Haoyu Yang, Alison P. Appling, Samantha Oliver, Zhe Jiang
Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature. SDM (2022)
Xiaowei Jia, Yiqun Xie, Sheng Li, Shengyu Chen, Jacob Zwart, Jeffrey Sadler, Alison P. Appling, Samantha Oliver, Jordan S. Read
Physics-Guided Machine Learning from Simulation Data: An Application in Modeling Lake and River Systems. ICDM (2021)
Shengyu Chen, Alison P. Appling, Samantha Oliver, Hayley Corson-Dosch, Jordan S. Read, Jeffrey Sadler, Jacob Zwart, Xiaowei Jia
Heterogeneous Stream-reservoir Graph Networks with Data Assimilation. ICDM (2021)
Xiaowei Jia, Jacob Zwart, Jeffrey Sadler, Alison P. Appling, Samantha Oliver, Steven Markstrom, Jared Willard, Shaoming Xu, Michael S. Steinbach, Jordan S. Read, Vipin Kumar
Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks. SDM (2021)
Shengyu Chen, Alison P. Appling, Samantha Oliver, Hayley Corson-Dosch, Jordan S. Read, Jeffrey Sadler, Jacob Zwart, Xiaowei Jia
Heterogeneous Stream-reservoir Graph Networks with Data Assimilation. CoRR (2021)
Xiaowei Jia, Beiyu Lin, Jacob Zwart, Jeffrey Sadler, Alison P. Appling, Samantha Oliver, Jordan S. Read
Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks. SDM (2021)
Tianshu Bao, Xiaowei Jia, Jacob Zwart, Jeffrey Sadler, Alison P. Appling, Samantha Oliver, Taylor T. Johnson
Partial Differential Equation Driven Dynamic Graph Networks for Predicting Stream Water Temperature. ICDM (2021)
Xiaowei Jia, Beiyu Lin, Jacob Zwart, Jeffrey Sadler, Alison P. Appling, Samantha Oliver, Jordan S. Read
Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks. CoRR (2020)
Xiaowei Jia, Jacob Zwart, Jeffrey Sadler, Alison P. Appling, Samantha Oliver, Steven Markstrom, Jared Willard, Shaoming Xu, Michael S. Steinbach, Jordan S. Read, Vipin Kumar
Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks. CoRR (2020)