Jordan S. Read

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 24

Top Topics

Machine Learning

Dynamical Systems

Physical Systems

Top Venues

Environ. Model. Softw.

Publications

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
Physics-guided machine learning from simulated data with different physical parameters. Knowl. Inf. Syst. 65 (8) (2023)
Kshitij Tayal, Xiaowei Jia, Rahul Ghosh, Jared Willard, Jordan S. Read, Vipin Kumar
Invertibility aware Integration of Static and Time-series data: An application to Lake Temperature Modeling. 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, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles. Trans. Data Sci. 2 (3) (2021)
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
LakeEnsemblR: An R package that facilitates ensemble modelling of lakes. Environ. Model. Softw. 143 (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)
Jared D. Willard, Jordan S. Read, Alison P. Appling, Samantha K. Oliver, Xiaowei Jia, Vipin Kumar
Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning. CoRR (2020)
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)
Arka Daw, R. Quinn Thomas, Cayelan C. Carey, Jordan S. Read, Alison P. Appling, Anuj Karpatne
Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling. SDM (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)
Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar
Process Guided Deep Learning for Modeling Physical Systems: An Application in Lake Temperature Modeling. IGARSS (2020)
Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles. CoRR (2020)
Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zwart, Michael S. Steinbach, Vipin Kumar
Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles. SDM (2019)
Arka Daw, R. Quinn Thomas, Cayelan C. Carey, Jordan S. Read, Alison P. Appling, Anuj Karpatne
Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling. CoRR (2019)
Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zwart, Michael S. Steinbach, Vipin Kumar
Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles. CoRR (2018)
Xiaowei Jia, Anuj Karpatne, Jared Willard, Michael S. Steinbach, Jordan S. Read, Paul C. Hanson, Hilary A. Dugan, Vipin Kumar
Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes. CoRR (2018)
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
A multi-lake comparative analysis of the General Lake Model (GLM): Stress-testing across a global observatory network. Environ. Model. Softw. 102 (2018)
Anuj Karpatne, William Watkins, Jordan S. Read, Vipin Kumar
Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling. CoRR (2017)
Luke A. Winslow, Scott Chamberlain, Alison P. Appling, Jordan S. Read
sbtools: A Package Connecting R to Cloud-based Data for Collaborative Online Research. R J. 8 (1) (2016)
Yolanda Gil, Felix Michel, Varun Ratnakar, Jordan S. Read, Matheus Hauder, Christopher J. Duffy, Paul C. Hanson, Hilary Dugan
Supporting Open Collaboration in Science Through Explicit and Linked Semantic Description of Processes. ESWC (2015)
R. Iestyn Woolway, Ian D. Jones, David P. Hamilton, Stephen C. Maberly, Kohji Muraoka, Jordan S. Read, Robyn L. Smyth, Luke A. Winslow
Automated calculation of surface energy fluxes with high-frequency lake buoy data. Environ. Model. Softw. 70 (2015)
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
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. 35 (2012)
Jordan S. Read, David P. Hamilton, Ian D. Jones, Kohji Muraoka, Luke A. Winslow, Ryan Kroiss, Chin H. Wu, Evelyn Gaiser
Derivation of lake mixing and stratification indices from high-resolution lake buoy data. Environ. Model. Softw. 26 (11) (2011)