Large Language Models And Knowledge Graphs To Optimize Commercial Real Estate Portfolio
- 2023
- INFORMS 2023
Publications
47 results for Fearghal O'Donncha
Extracting Insights from Cities with Graph Neural Networks
- 2023
- INFORMS 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
Can We Evaluate Causal Structures Using Graph Neural Networks?
- Abi Langbridge
- Fearghal O'Donncha
- et al.
- 2023
- UAI 2023
Attention-based Domain Adaptation Forecasting of Streamflow in Data Sparse Regions
- Roland Oruche
- Fearghal O'Donncha
- 2023
- ICLR 2023
A SWAT-based Reinforcement Learning Framework for Crop Management
- Malvern Madondo
- Muneeza Azmat
- et al.
- 2023
- AAAI 2023
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
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
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.