Under review: Exploring climate change effects on concurrent floods and concurrent droughts via statistical deep learning (joint with J. Richards, B. Poschlod, A. Sasse, J. Zscheischler)
Published in arXiv, 2026
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Publications
Deep learning joint extremes of metocean variables using the SPAR model (joint with E. Mackay (Lead Author), J. Richards and P. Jonathan)
Published in Journal of Offshore Mechanics and Arctic Engineering, 2026
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MultiHazard: Copula-based Joint Probability Analysis in R (joint with R. Jane (Lead Author), T. Wahl, F. Pena, J. Obeysekera, J. Ali, P. Maduwantha, H. Li, V. Malagon Santos)
Published in Journal of Open Source Software, 2026
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Generative machine learning for multivariate angular simulation (joint with J. B. Wessel (Lead Author) and E. S. Simpson)
Published in Extremes, 2025
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Automated tail-informed threshold selection for extreme coastal sea levels (joint with T. P. Collings (Lead Author), C. Murphy, I. D. Haigh, P. D. Bates, and N. D. Quinn)
Published in Natural Hazards and Earth System Sciences, 2025
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Accepted: Modelling non-stationary extremal dependence through a geometric approach (joint with J. L. Wadsworth, M. de Carvalho, and B. D. Youngman)
Published in Extremes, 2025
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Extreme value methods for estimating rare events in Utopia (joint with L. M. André, R. Campbell, E. D’Arcy, A. Farrell, D. Healy, L. Kakampakou, C. Murphy and M. Speers)
Published in Extremes, 2024
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Inference for bivariate extremes via a semi-parametric angular-radial model (joint with E. Mackay and P. Jonathan)
Published in Extremes, 2024
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Improving estimation for asymptotically independent bivariate extremes via global estimators for the angular dependence function (joint with J. L. Wadsworth and E. F. Eastoe)
Published in Extremes, 2024
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The SPAR Model: A New Paradigm for Multivariate Extremes: Application to Joint Distributions of Metocean Variables (joint with E. Mackay (Lead Author) and P. Jonathan)
Published in Proceedings of the 43rd International Conference on Ocean, Offshore & Arctic Engineering - OMAE, 2024
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Modelling non-stationarity in asymptotically independent extremes (joint with J. L. Wadsworth)
Published in Computational Statistics and Data Analysis, 2024
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Under Review: Deep Learning of Multivariate Extremes via a Geometric Representation (joint with R. Majumder and J. Richards)
Published in arXiv, 2024
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Developing a Fluvial and Pluvial Stochastic Flood Model of Southeast Asia (joint with G. Olcese (Lead Author), P. Bates, J. Neal, C. Sampson, O. Wing, N. Quinn and I. Probyn)
Published in Water Resources Research, 2024
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Novel methodology for the estimation of extremal bivariate return curves
Published in Lancaster University, 2023
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A marginal modelling approach for predicting wildfire extremes across the contiguous United States (joint with E. D’Arcy, R. Shooter and E. S. Simpson)
Published in Extremes, 2023
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New estimation methods for extremal bivariate return curves (joint with J. L. Wadsworth and E. F. Eastoe)
Published in Environmentrics, 2023
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