Concepedia

James Donnelly

JD

Statistics

Publications

4

Citations

497

H-Index

4

Active since

2022

Affiliations

University of Warwick(Current)

Coventry University

James Donnelly is an author at University of Warwick specializing in hydrodynamic modelling, natural sciences, and flood forecasting.

Publications per year

2022–2023

4

Publications

4

Physics-informed neural networks as surrogate models of hydrodynamic simulators

James Donnelly, Alireza Daneshkhah, Soroush Abolfathi · The Science of The Total Environment · 2023 · 193 citations · Full text

Natural Sciences, Earth Sciences, Physics +17

Gaussian process emulation of spatio-temporal outputs of a 2D inland flood model

James Donnelly, Soroush Abolfathi, Jonathan Pearson et al. · Water Research · 2022 · 156 citations · Full text

Natural Resources, Hydrology, Water Resources Management +17

Forecasting global climate drivers using Gaussian processes and convolutional autoencoders

James Donnelly, Alireza Daneshkhah, Soroush Abolfathi · Engineering Applications of Artificial Intelligence · 2023 · 135 citations · Full text

Natural Sciences, Data Science, Meteorology +14

A PHYSICS-INFORMED NEURAL NETWORK SURROGATE MODEL FOR TIDAL SIMULATIONS

James Donnelly, Alireza Daneshkhah, Soroush Abolfathi · UNCECOMP Proceedings · 2023 · 13 citations · Full text

Natural Sciences, Earth Sciences, Hydrology +14

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