Number of items: 4.
2024
Donnelly, James, Daneshkhah, Alireza and Abolfathi, Soroush
(2024)
Physics-informed neural networks as surrogate models of hydrodynamic simulators.
Science of The Total Environment, 912
.
168814.
doi:10.1016/j.scitotenv.2023.168814
ISSN 0048-9697.
2023
Donnelly, James, Abolfathi, Soroush and Daneshkhah, Alireza
(2023)
A physics-informed neural network surrogate model for tidal simulations.
In: UNCECOMP 2023 : 5th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Science and Engineering, Athens, Greece, 12-14 Jun 2023. Published in: ECCOMAS Proceedia
pp. 836-844.
doi:10.7712/120223.10379.19908
ISSN 2623-3339.
Donnelly, James, Daneshkhah, Alireza and Abolfathi, Soroush
(2023)
Physics-informed neural networks for statistical emulation of
hydrodynamical numerical models.
In: EGU General Assembly 2023, Vienna, Austria, 23–28 Apr 2023
doi:10.5194/egusphere-egu23-5445
2022
Donnelly, James, Abolfathi, Soroush, Pearson, Jonathan, Chatrabgoun, Omid and Daneshkhah, Alireza
(2022)
Gaussian Process emulation of spatiotemporal outputs of a 2D inland flood model.
Water Research, 225
.
119100.
doi:10.1016/j.watres.2022.119100
ISSN 0043-1354.
This list was generated on Thu Mar 28 13:47:27 2024 GMT.