AllScale toolchain pilot applications: PDE based solvers using a parallel development environment
- Fearghal O'Donncha
- Roman Iakymchuk
- et al.
- 2020
- Computer Physics Communications
Publications
43 results for Fearghal O'Donncha
Using deep learning to extend the range of air pollution monitoring and forecasting
- Philipp Hähnel
- Jakub Marecek
- et al.
- 2020
- Journal of Computational Physics
Ensemble model aggregation using a computationally lightweight machine-learning model to forecast ocean waves
- Fearghal O'Donncha
- Yushan Zhang
- et al.
- 2019
- Journal of Marine Systems
Localised sequential state estimation for advection dominated flows with non-Gaussian uncertainty description
- Emanuele Ragnoli
- Mykhaylo Zayats
- et al.
- 2019
- Journal of Computational Physics
Drag coefficient parameter estimation for aquaculture systems
- Scott C. James
- Fearghal O'Donncha
- 2019
- Environmental Fluid Mechanics
An integrated framework that combines machine learning and numerical models to improve wave-condition forecasts
- Fearghal O'Donncha
- Yushan Zhang
- et al.
- 2018
- Journal of Marine Systems
A machine learning framework to forecast wave conditions
- Scott C. James
- Yushan Zhang
- et al.
- 2018
- Coastal Engineering
Surrogate modeling and risk-based analysis for solute transport simulations
- Ernesto Arandia
- Fearghal O'Donncha
- et al.
- 2018
- SERRA
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