James Donnelly

James Donnelly

University of Warwick - Coventry / United Kingdom
Engineering & Technology / Computer Science
AD Scientific Index ID: 5693368
person_outline James Donnelly's MOST POPULAR ARTICLES
1-) Gaussian process emulation of spatio-temporal outputs of a 2D inland flood modelJ Donnelly, S Abolfathi, J Pearson, O Chatrabgoun, A DaneshkhahWater Research 225, 119100, 2022752022
2-) Forecasting global climate drivers using Gaussian processes and convolutional autoencodersJ Donnelly, A Daneshkhah, S AbolfathiEngineering Applications of Artificial Intelligence 128, 107536, 2024302024
3-) Physics-informed neural networks as surrogate models of hydrodynamic simulatorsJ Donnelly, A Daneshkhah, S AbolfathiScience of the Total Environment 912, 168814, 2024232024
4-) A physics-informed neural network surrogate model for tidal simulationsJ Donnelly, S Abolfathi, A DaneshkhahECCOMAS Proceedia, 836-844, 2023132023
5-) Physics-Informed Neural Networks for Statistical Emulation of Hydrodynamical Numerical ModelsJ Donnelly, A Daneshkhah, S AbolfathiEGU General Assembly Conference Abstracts, EGU-5445, 20232023