Jordan S. Read

According to our database, Jordan S. Read authored at least 21 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Physics-guided machine learning from simulated data with different physical parameters.

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

Knowl. Inf. Syst., 2023

2022

Invertibility aware Integration of Static and Time-series data: An application to Lake Temperature Modeling.

Kshitij Tayal, Xiaowei Jia, Rahul Ghosh, Jared Willard, Jordan S. Read, Vipin Kumar

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

2021

Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles.

Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar

Trans. Data Sci., 2021

LakeEnsemblR: An R package that facilitates ensemble modelling of lakes.

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

Environ. Model. Softw., 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

Proceedings of the 2021 SIAM International Conference on Data Mining, 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

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

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

Proceedings of the IEEE International Conference on Data Mining, 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

Proceedings of the IEEE International Conference on Data Mining, 2021

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

CoRR, 2020

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

CoRR, 2020

Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling.

Arka Daw, R. Quinn Thomas, Cayelan C. Carey, Jordan S. Read, Alison P. Appling, Anuj Karpatne

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Process Guided Deep Learning for Modeling Physical Systems: An Application in Lake Temperature Modeling.

Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

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

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

2018

A multi-lake comparative analysis of the General Lake Model (GLM): Stress-testing across a global observatory network.

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

Environ. Model. Softw., 2018

Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes.

Xiaowei Jia, Anuj Karpatne, Jared Willard, Michael S. Steinbach, Jordan S. Read, Paul C. Hanson, Hilary A. Dugan, Vipin Kumar

CoRR, 2018

2017

Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling.

Anuj Karpatne, William Watkins, Jordan S. Read, Vipin Kumar

CoRR, 2017

2016

sbtools: A Package Connecting R to Cloud-based Data for Collaborative Online Research.

Luke A. Winslow, Scott Chamberlain, Alison P. Appling, Jordan S. Read

R J., 2016

2015

Automated calculation of surface energy fluxes with high-frequency lake buoy data.

R. Iestyn Woolway, Ian D. Jones, David P. Hamilton, Stephen C. Maberly, Kohji Muraoka, Jordan S. Read, Robyn L. Smyth, Luke A. Winslow

Environ. Model. Softw., 2015

Supporting Open Collaboration in Science Through Explicit and Linked Semantic Description of Processes.

Yolanda Gil, Felix Michel, Varun Ratnakar, Jordan S. Read, Matheus Hauder, Christopher J. Duffy, Paul C. Hanson, Hilary Dugan

Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

2012

Time-scale dependence in numerical simulations: Assessment of physical, chemical, and biological predictions in a stratified lake at temporal scales of hours to months.

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

Environ. Model. Softw., 2012

2011

Derivation of lake mixing and stratification indices from high-resolution lake buoy data.

Jordan S. Read, David P. Hamilton, Ian D. Jones, Kohji Muraoka, Luke A. Winslow, Ryan Kroiss, Chin H. Wu, Evelyn Gaiser

Environ. Model. Softw., 2011