Jordan S. Read

26 papers A* 2A 5B 1C 1Journal 17

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Physics-guided machine learning from simulated data with different physical parameters. Knowl. Inf. Syst. Shengyu Chen, Nasrin Kalanat, Yiqun Xie, Sheng Li, Jacob A. Zwart, Jeffrey M. Sadler, Alison P. Appling, Samantha K. Oliver, Jordan S. Read, Xiaowei Jia
2022	A	`conf`	Invertibility aware Integration of Static and Time-series data: An application to Lake Temperature Modeling. SDM Kshitij Tayal, Xiaowei Jia, Rahul Ghosh, Jared Willard, Jordan S. Read, Vipin Kumar
2021	A	`conf`	Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks. SDM Xiaowei Jia, Beiyu Lin, Jacob Zwart, Jeffrey M. Sadler, Alison P. Appling, Samantha Oliver, Jordan S. Read
2021	A*	`conf`	Heterogeneous Stream-reservoir Graph Networks with Data Assimilation. ICDM Shengyu Chen, Alison P. Appling, Samantha Oliver, Hayley Corson-Dosch, Jordan S. Read, Jeffrey M. Sadler, Jacob Zwart, Xiaowei Jia
2021	J	`jnl`	Heterogeneous Stream-reservoir Graph Networks with Data Assimilation. CoRR Shengyu Chen, Alison P. Appling, Samantha Oliver, Hayley Corson-Dosch, Jordan S. Read, Jeffrey M. Sadler, Jacob Zwart, Xiaowei Jia
2021	J	`jnl`	LakeEnsemblR: An R package that facilitates ensemble modelling of lakes. Environ. Model. Softw. Tadhg N. Moore, Jorrit P. Mesman, Robert Ladwig, Johannes Feldbauer, Freya Olsson, Rachel M. Pilla, Tom Shatwell, Jason J. Venkiteswaran, Austin D. Delany, Hilary Dugan, Kevin C. Rose, Jordan S. Read
2021	J	`jnl`	Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles. Trans. Data Sci. Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar
2021	A*	`conf`	Physics-Guided Machine Learning from Simulation Data: An Application in Modeling Lake and River Systems. ICDM Xiaowei Jia, Yiqun Xie, Sheng Li, Shengyu Chen, Jacob Zwart, Jeffrey M. Sadler, Alison P. Appling, Samantha Oliver, Jordan S. Read
2021	A	`conf`	Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks. SDM 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
2020	J	`jnl`	Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks. CoRR Xiaowei Jia, Beiyu Lin, Jacob Zwart, Jeffrey M. Sadler, Alison P. Appling, Samantha Oliver, Jordan S. Read
2020	A	`conf`	Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling. SDM Arka Daw, R. Quinn Thomas, Cayelan C. Carey, Jordan S. Read, Alison P. Appling, Anuj Karpatne
2020	J	`jnl`	Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles. CoRR Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar
2020	J	`jnl`	Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks. CoRR 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
2020	J	`jnl`	Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning. CoRR Jared D. Willard, Jordan S. Read, Alison P. Appling, Samantha K. Oliver, Xiaowei Jia, Vipin Kumar
2020	C	`conf`	Process Guided Deep Learning for Modeling Physical Systems: An Application in Lake Temperature Modeling. IGARSS Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar
2019	A	`conf`	Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles. SDM Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zwart, Michael S. Steinbach, Vipin Kumar
2019	J	`jnl`	Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling. CoRR Arka Daw, R. Quinn Thomas, Cayelan C. Carey, Jordan S. Read, Alison P. Appling, Anuj Karpatne
2018	J	`jnl`	A multi-lake comparative analysis of the General Lake Model (GLM): Stress-testing across a global observatory network. Environ. Model. Softw. Louise C. Bruce, Marieke A. Frassl, George B. Arhonditsis, Gideon Gal, David P. Hamilton, Paul C. Hanson, Amy L. Hetherington, John M. Melack, Jordan S. Read, Karsten Rinke, Anna Rigosi, Dennis Trolle, Luke A. Winslow, Rita Adrian, Ana I. Ayala, Serghei A. Bocaniov, Bertram Boehrer, Casper Boon, Matthew R. Hipsey
2018	J	`jnl`	Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles. CoRR Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zwart, Michael S. Steinbach, Vipin Kumar
2018	J	`jnl`	Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes. CoRR Xiaowei Jia, Anuj Karpatne, Jared Willard, Michael S. Steinbach, Jordan S. Read, Paul C. Hanson, Hilary A. Dugan, Vipin Kumar
2017	J	`jnl`	Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling. CoRR Anuj Karpatne, William Watkins, Jordan S. Read, Vipin Kumar
2016	J	`jnl`	sbtools: A Package Connecting R to Cloud-based Data for Collaborative Online Research. R J. Luke A. Winslow, Scott Chamberlain, Alison P. Appling, Jordan S. Read
2015	J	`jnl`	Automated calculation of surface energy fluxes with high-frequency lake buoy data. Environ. Model. Softw. R. Iestyn Woolway, Ian D. Jones, David P. Hamilton, Stephen C. Maberly, Kohji Muraoka, Jordan S. Read, Robyn L. Smyth, Luke A. Winslow
2015	B	`conf`	Supporting Open Collaboration in Science Through Explicit and Linked Semantic Description of Processes. ESWC Yolanda Gil, Felix Michel, Varun Ratnakar, Jordan S. Read, Matheus Hauder, Christopher J. Duffy, Paul C. Hanson, Hilary Dugan
2012	J	`jnl`	Time-scale dependence in numerical simulations: Assessment of physical, chemical, and biological predictions in a stratified lake at temporal scales of hours to months. Environ. Model. Softw. Emily L. Kara, Paul C. Hanson, David P. Hamilton, Matthew R. Hipsey, Katherine D. McMahon, Jordan S. Read, Luke A. Winslow, John Dedrick, Kevin Rose, Cayelan C. Carey, Stefan Bertilsson, David da Motta Marques, Lucas Beversdorf, Todd Miller, Chin H. Wu, Yi-Fang Hsieh, Evelyn Gaiser, Tim Kratz
2011	J	`jnl`	Derivation of lake mixing and stratification indices from high-resolution lake buoy data. Environ. Model. Softw. Jordan S. Read, David P. Hamilton, Ian D. Jones, Kohji Muraoka, Luke A. Winslow, Ryan Kroiss, Chin H. Wu, Evelyn Gaiser