Jacob Zwart
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
3
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks. | Erhu He, Declan Kutscher, Yiqun Xie, Jacob Zwart, Zhe Jiang, Huaxiu Yao, Xiaowei Jia |
| 2024 | AAAI | Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks. | Erhu He, Yiqun Xie, Alexander Y. Sun, Jacob Zwart, Jie Yang, Zhenong Jin, Yang Wang, Hassan A. Karimi, Xiaowei Jia |
| 2021 | ICDM | 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 |
| 2021 | ICDM | 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 |
| 2021 | ICDM | Physics-Guided Machine Learning from Simulation Data: An Application in Modeling Lake and River Systems. | Xiaowei Jia, Yiqun Xie, Sheng Li, Shengyu Chen, Jacob Zwart, Jeffrey M. Sadler, Alison P. Appling, Samantha Oliver, Jordan S. Read |
| 2021 | SDM | 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 |
| 2021 | SDM | 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 |
| 2019 | SDM | Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles. | Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zwart, Michael S. Steinbach, Vipin Kumar |