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Fearghal O'Donncha · SciRah

Researcher profile · Semantic Scholar

Fearghal O'Donncha

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Fearghal O'Donncha — researcher profile on SciRah

h-index: 16
Works: 50
Citations: 1,247

Most-cited papers

A machine learning framework to forecast wave conditions
S. James, Yushan Zhang, Fearghal O'Donncha
2017Coastal Engineering363 citations Open access
Semantic Scholar
Statistical and machine learning ensemble modelling to forecast sea surface temperature
Stefan Wolff, Fearghal O'Donncha, Bei Chen
2019Journal of Marine Systems93 citations Open access
Semantic Scholar
Precision Aquaculture
Fearghal O'Donncha, J. Grant
2019IEEE Internet of Things Magazine82 citations Open access
Semantic Scholar
A spatio-temporal LSTM model to forecast across multiple temporal and spatial scales
Fearghal O'Donncha, Yihao Hu, Paul Palmes, M. Burke +2 more
2021Ecological Informatics78 citations
Semantic Scholar
Physical and numerical investigation of the hydrodynamic implications of aquaculture farms
Fearghal O'Donncha, M. Hartnett, S. Nash
201371 citations
Semantic Scholar
Characterizing observed circulation patterns within a bay using HF radar and numerical model simulations
Fearghal O'Donncha, M. Hartnett, S. Nash, L. Ren +1 more
201564 citations
Semantic Scholar
An integrated framework that combines machine learning and numerical models to improve wave-condition forecasts
Fearghal O'Donncha, Yushan Zhang, Bei Chen, S. James
2018Journal of Marine Systems57 citations Open access
Semantic Scholar
Using deep learning to extend the range of air pollution monitoring and forecasting
Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha
2018Journal of Computational Physics51 citations Open access
Semantic Scholar
From RNNs to Transformers: benchmarking deep learning architectures for hydrologic prediction
Jiangtao Liu, Chaopeng Shen, Fearghal O'Donncha, Ya-Lan Song +5 more
2025Hydrology and Earth System Sciences49 citations Open access
Semantic Scholar
Data Driven Insight Into Fish Behaviour and Their Use for Precision Aquaculture
Fearghal O'Donncha, C. L. Stockwell, S. Planellas, Giulia Micallef +4 more
2021Frontiers in Animal Science43 citations Open access
Semantic Scholar
Ensemble model aggregation using a computationally lightweight machine-learning model to forecast ocean waves
Fearghal O'Donncha, Yushan Zhang, Bei Chen, S. James
2018Journal of Marine Systems42 citations Open access
Semantic Scholar
Modelling study of the effects of suspended aquaculture installations on tidal stream generation in Cobscook Bay
Fearghal O'Donncha, S. James, Emanuele Ragnoli
201729 citations
Semantic Scholar
Parameterizing suspended canopy effects in a three-dimensional hydrodynamic model
Fearghal O'Donncha, M. Hartnett, D. Plew
201526 citations
Semantic Scholar
Parallelisation study of a three-dimensional environmental flow model
Fearghal O'Donncha, Emanuele Ragnoli, F. Suits
2014Computational Geosciences22 citations
Semantic Scholar
AssetOpsBench: A Real-World Evaluation Benchmark for AI-Driven Task Automation in Industrial Asset Management
Dhaval Patel, Shu-Xin Lin, James T. Rayfield, Nian-Jun Zhou +6 more
2025Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.219 citations Open access
Semantic Scholar
Designing environmentally efficient aquafeeds through the use of multi-criteria decision support tools
R. Cooney, A. Wan, Fearghal O'Donncha, E. Clifford
202117 citations Open access
Semantic Scholar
Transfer learning to improve streamflow forecasts in data sparse regions
R. Oruche, Lisa Egede, T. Baker, Fearghal O'Donncha
2021arXiv.org16 citations
Semantic Scholar
Agentic AI for Digital Twin
Alexander Timms, Abigail Langbridge, Antonis Antonopoulos, Antonis Mygiakis +2 more
2025AAAI Conference on Artificial Intelligence15 citations Open access
Semantic Scholar
A SWAT-based Reinforcement Learning Framework for Crop Management
M. Madondo, Muneeza Azmat, Kelsey L. DiPietro, R. Horesh +4 more
2023arXiv.org13 citations Open access
Semantic Scholar
Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management
Muneeza Azmat, M. Madondo, Arun Bawa, Kelsey L. DiPietro +4 more
2022International Joint Conference on Artificial Intelligence10 citations Open access
Semantic Scholar
AllScale toolchain pilot applications: PDE based solvers using a parallel development environment
Fearghal O'Donncha, R. Iakymchuk, A. Akhriev, P. Gschwandtner +12 more
2020Computer Physics Communications8 citations Open access
Semantic Scholar
Drag coefficient parameter estimation for aquaculture systems
S. James, Fearghal O'Donncha
2019Environmental Fluid Mechanics8 citations Open access
Semantic Scholar
Surrogate modeling and risk-based analysis for solute transport simulations
E. Arandia, Fearghal O'Donncha, S. McKenna, Seshu Tirupathi +1 more
2018Stochastic environmental research and risk assessment (Print)7 citations
Semantic Scholar
On the Efficiency of Executing Hydro-environmental Models on Cloud☆
Fearghal O'Donncha, Emanuele Ragnoli, S. Venugopal, S. James +1 more
20167 citations Open access
Semantic Scholar
Optimal Transport for Efficient, Unsupervised Anomaly Detection on Industrial Data
Abigail Langbridge, Fearghal O'Donncha, James T. Rayfield, Bradley Eck
2024BigData Congress [Services Society]6 citations Open access
Semantic Scholar
Causal Temporal Graph Convolutional Neural Networks (CTGCN)
Abigail Langbridge, Fearghal O'Donncha, Amadou Ba, Fabio Lorenzi +2 more
2023arXiv.org6 citations Open access
Semantic Scholar
Parallelisation of hydro-environmental model for simulating marine current devices
Fearghal O'Donncha, S. James, N. O'Brien, Emanuele Ragnoli
2015Oceans6 citations
Semantic Scholar
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM
Nian-Jun Zhou, Dhaval C. Patel, Shu-Xin Lin, Fearghal O'Donncha
2024arXiv.org5 citations
Semantic Scholar
Forecasting closures on shellfish farms using machine learning
Fearghal O'Donncha, A. Akhriev, Bruno Fragoso, John Icely
2024Aquaculture International5 citations
Semantic Scholar
Forecasting of surface current velocities using ensemble machine learning algorithms for the Guangdong-Hong Kong-Macao Greater Bay area based on the high frequency radar data
Lei Ren, Lingna Yang, Ya-Qi Wang, Peng Yao +3 more
2024Acta Oceanologica Sinica4 citations
Semantic Scholar
Attention-based Domain Adaptation Forecasting of Streamflow in Data Sparse Regions
R. Oruche, Fearghal O'Donncha
2023arXiv.org4 citations Open access
Semantic Scholar
A localised data assimilation framework within the ‘AllScale’ parallel development environment
A. Akhriev, Fearghal O'Donncha, P. Gschwandtner, Herbert Jordan
2018OCEANS 2018 MTS/IEEE Charleston4 citations Open access
Semantic Scholar
Numerical modelling study of the effects of suspended aquaculture farms on tidal stream energy generation
Fearghal O'Donncha, S. James, N. O'Brien, Emanuele Ragnoli
2015Oceans4 citations
Semantic Scholar
Efficient Extraction of Insights at the Edges of Distributed Systems
Amadou Ba, Fearghal O'Donncha, J. Ploennigs, Muneeza Azmat
2023BigData Congress [Services Society]3 citations
Semantic Scholar
Localised sequential state estimation for advection dominated flows with non-Gaussian uncertainty description
Emanuele Ragnoli, Mykhaylo Zayats, Fearghal O'Donncha, S. Zhuk
2017Journal of Computational Physics3 citations Open access
Semantic Scholar
An ensemble-based approach that combines machine learning and numerical models to improve forecasts of wave conditions
Yushan Zhang, S. James, Fearghal O'Donncha
2017Oceans3 citations
Semantic Scholar
Calibration of a 3D hydrodynamic aquaculture model
S. James, Fearghal O'Donncha, D. Plew
2016OCEANS 2016 MTS/IEEE Monterey3 citations
Semantic Scholar
Assessment and quantification of HF radar uncertainty
Fearghal O'Donncha, S. McKenna, T. Updyke, H. Roarty +1 more
2014Oceans3 citations
Semantic Scholar
Scaling up Deep Learning for PDE-based Models
Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha
2018arXiv.org2 citations
Semantic Scholar
Deploying and optimizing performance of a 3D hydrodynamic model on cloud
Fearghal O'Donncha, S. Venugopal, S. James, Emanuele Ragnoli
2016OCEANS 2016 MTS/IEEE Monterey2 citations Open access
Semantic Scholar
A High‐Resolution Hydrological Dataset for Ukrainian River Basins With an Interactive Web Interface
V. Osypov, Arun Bawa, N. Osadcha, V. Osadchyi +12 more
2025Geoscience Data Journal1 citations Open access
Semantic Scholar
Deployment and Management of Time Series Forecasts in Ocean Industry
Fearghal O'Donncha, A. Akhriev, Bradley Eck, M. Burke +2 more
20212021 IEEE International Conference on Big Data (Big Data)1 citations
Semantic Scholar
Horizontal evolution characteristics of near-inertial sea surface currents induced by the tropical cyclones in the Guangdong-Hong Kong-Macao Greater Bay Area
Lei Ren, Hexu Wang, Beinuo Zhou, Xiaofan Lou +7 more
2026Deep Sea Research Part I: Oceanographic Research Papers0 citations
Semantic Scholar
Machine Learning in Fish Farming
Fearghal O'Donncha, Nikos Papandroulakis, Jennie Korus, Abigail Langbridge +9 more
20260 citations Open access
Semantic Scholar
A Machine-learning Ensemble Approach to Improve Wave-condition Forecasts
S. James, Fearghal O'Donncha, Yushan Zhang
20180 citations
Semantic Scholar
Monitoring the posture of a user
E. Arandia, R. Gosain, Fearghal O'Donncha, Emanuele Ragnoli +1 more
20170 citations
Semantic Scholar
Deployment and parametrisation of couplec hydrodynamic and wave models
Fearghal O'Donncha, S. James
2017Oceans0 citations
Semantic Scholar
D 6 . 7 – AMDADOS Deepwater Horizon application preparation and evaluation ( b ) WP 6 : Integration , testing and pilot applications
Fearghal O'Donncha, Emanuele Ragnoli, C. Gillan
20170 citations
Semantic Scholar
A multiple layer modelling approach to investigate the effects of tidal turbine deployment
N. O'Brien, Fearghal O'Donncha, Emanuele Ragnoli
2015Oceans0 citations
Semantic Scholar
Numerical model of circulation and residence times in the Persian Gulf
Fearghal O'Donncha, Emanuele Ragnoli
20140 citations
Semantic Scholar

Frequent co-authors

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Emanuele Ragnoli×15
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S. James×13
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Yushan Zhang×5
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Abigail Langbridge×4
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×4

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Muneeza Azmat×3

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