Attention-based Domain Adaptation Forecasting of Streamflow in Data Sparse Regions
- Roland Oruche
- Fearghal O'Donncha
- 2023
- ICLR 2023
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40 results for Fearghal O'Donncha
A SWAT-based Reinforcement Learning Framework for Crop Management
- Malvern Madondo
- Muneeza Azmat
- et al.
- 2023
- AAAI 2023
A Reinforcement Learning Framework Built Within a SWAT Model Physical Environment to Inform Crop Management
- Fearghal O'Donncha
- Malvern Madondo
- et al.
- 2022
- AGU Fall 2022
Using Temporal Graph Neural Networks to Leverage High Fidelity Observation Data for Improving Generalizability of Hydrological Models
- Raya Horesh
- Muneeza Azmat
- et al.
- 2022
- AGU Fall 2022
Agentic Anomaly Detection for Shipping
- Alexander Timms
- Abigail Langbridge
- et al.
- 2024
- NeurIPS 2024
Efficient Extraction of Insights at the Edges of Distributed Systems
- 2023
- Big Data 2023
Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management
- Muneeza Azmat
- Malvern Madondo
- et al.
- 2023
- IJCAI 2023
Deployment and Management of Time Series Forecasts in Ocean Industry
- Fearghal O'Donncha
- Albert Akhriev
- et al.
- 2021
- Big Data 2021
An ensemble-based approach that combines machine learning and numerical models to improve forecasts of wave conditions
- Yushan Zhang
- Scott C. James
- et al.
- 2017
- OCEANS 2017
Deployment and parametrisation of couplec hydrodynamic and wave models
- Fearghal O'Donncha
- Scott C. James
- 2017
- OCEANS 2017 Aberdeen