Jeffrey M. Sadler

Orcid: 0000-0001-8776-4844

According to our database1, Jeffrey M. Sadler authored at least 17 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An extensible schema for capturing environmental model metadata: Implementation in the HydroShare online data repository.
Environ. Model. Softw., 2024

2023
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms.
Environ. Model. Softw., April, 2023

Physics-guided machine learning from simulated data with different physical parameters.
Knowl. Inf. Syst., 2023

Meta-Transfer-Learning for Time Series Data with Extreme Events: An Application to Water Temperature Prediction.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2021
Toward open and reproducible environmental modeling by integrating online data repositories, computational environments, and model Application Programming Interfaces.
Environ. Model. Softw., 2021

pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms.
CoRR, 2021

Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks.
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.
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.
Proceedings of the IEEE International Conference on Data Mining, 2021

Heterogeneous Stream-reservoir Graph Networks with Data Assimilation.
Proceedings of the IEEE International Conference on Data Mining, 2021

Partial Differential Equation Driven Dynamic Graph Networks for Predicting Stream Water Temperature.
Proceedings of the IEEE International Conference on Data Mining, 2021

2020
A taxonomy for reproducible and replicable research in environmental modelling.
Environ. Model. Softw., 2020

Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks.
CoRR, 2020

2019
Leveraging open source software and parallel computing for model predictive control of urban drainage systems using EPA-SWMM5.
Environ. Model. Softw., 2019

2018
A cloud-based flood warning system for forecasting impacts to transportation infrastructure systems.
Environ. Model. Softw., 2018

Integrating scientific cyberinfrastructures to improve reproducibility in computational hydrology: Example for HydroShare and GeoTrust.
Environ. Model. Softw., 2018

2017
Design of a metadata framework for environmental models with an example hydrologic application in HydroShare.
Environ. Model. Softw., 2017


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