Fearghal O'Donncha

activity

20172026

most citedStatistical and machine learning ensemble modelling to forecast sea surface temperature

99 citations · 223 across the 14 of their papers we have counts for

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math.OC2017

Localised sequential state estimation for advection dominated flows with non-Gaussian uncertainty description

Emanuele Ragnoli, Mykhaylo Zayats, Fearghal O'Donncha +1

This paper presents a new iterative state estimation algorithm for advection dominated flows with non-Gaussian uncertainty description of $L^{\infty}$ -type: uncertain initial conditi…

physics.ao-ph2017

A Machine Learning Framework to Forecast Wave Conditions

Scott C. James, Yushan Zhang, Fearghal O'Donncha

A~machine learning framework is developed to estimate ocean-wave conditions. By supervised training of machine learning models on many thousands of iterations of a physics-based wa…