Attention-based Domain Adaptation Forecasting of Streamflow in Data Sparse Regions
- Roland Oruche
- Fearghal O'Donncha
- 2023
- ICLR 2023
Publications
43 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
Optimized Lease Planning for Real Estate Portfolios
- 2022
- INFORMS 2022
A spatio-temporal LSTM model to forecast across multiple temporal and spatial scales
- Fearghal O'Donncha
- Yihao Hu
- et al.
- 2022
- Ecol. Inform.
Deployment and Management of Time Series Forecasts in Ocean Industry
- Fearghal O'Donncha
- Albert Akhriev
- et al.
- 2021
- Big Data 2021
Deployment and Management of Time Series Forecasts in Ocean Industry
- Fearghal O'Donncha
- Albert Akhriev
- et al.
- 2021
- Big Data 2021
Designing environmentally efficient aquafeeds through the use of multicriteria decision support tools
- Ronan Cooney
- Alex H.L. Wan
- et al.
- 2021
- Current Opinion in Environmental Science and Health
Statistical and machine learning ensemble modelling to forecast sea surface temperature
- Stefan Wolff
- Fearghal O'Donncha
- et al.
- 2020
- Journal of Marine Systems