Alison P. Appling

According to our database1, Alison P. Appling authored at least 12 papers between 2016 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

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

Differentiable modeling to unify machine learning and physical models and advance Geosciences.
CoRR, 2023

2022
Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

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
Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning.
CoRR, 2020

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

Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

2016
sbtools: A Package Connecting R to Cloud-based Data for Collaborative Online Research.
R J., 2016


  Loading...