Scholar
Andrew Parnell
Google Scholar ID: ZlmTSR4AAAAJ
Met Éireann Professor of Data Science for Climate and Weather, University College Dublin
Climate Data Science
Weather extremes
Bayesian Machine Learning
Quantitative Ecology
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Citations & Impact
All-time
Citations
10,932
H-index
40
i10-index
96
Publications
20
Co-authors
176
list available
Contact
Email
andrew.parnell1@ucd.ie
GitHub
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Publications
3 items
Predicting Mycotoxin Contamination in Irish Oats Using Deep and Transfer Learning
2025
Cited
0
Predicting BVD Re-emergence in Irish Cattle From Highly Imbalanced Herd-Level Data Using Machine Learning Algorithms
2025
Cited
0
Generative AI-based data augmentation for improved bioacoustic classification in noisy environments
arXiv.org · 2024
Cited
1
Resume
Research Experience
2024–present: Met Éireann Professor of Data Science for Climate and Weather, University College Dublin
2023–present: Deputy Director, Research Ireland Co-Centre Climate+, Maynooth University
2022–2024: Director, Hamilton Institute, Maynooth University
2019–2024: Principal Investigator, I-Form Centre for Advanced Manufacturing, Maynooth University
2018–2024: Hamilton Professor, Hamilton Institute, Maynooth University
2018–present: Professor, School of Mathematics and Statistics, University College Dublin
2016–present: Funded Investigator, Insight Centre for Data Analytics, University College Dublin
2015–2018: Associate Professor, School of Mathematics and Statistics, University College Dublin
2008–2015: Lecturer (tenured 2010), School of Mathematics and Statistics, University College Dublin
2005–2008: Research Fellow, School of Computer Science and Statistics, Trinity College Dublin
Background
Met Éireann Professor of Data Science for Climate and Weather at University College Dublin
Director of the AIMSIR research institute for Artificial Intelligence in Meteorological Services, Innovation and Research
Research focuses on machine learning and statistical modelling applied to climate and ecological domains
Principal Investigator and Deputy Director of the Research Ireland Co-Centre in Climate, Biodiversity and Water (Climate+)
Funded Investigator at the SFI Insight Centre for Data Analytics
Co-authors
1 total
Rafael de Andrade Moral
Professor of Statistics, Maynooth University