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.

Chatrabgoun, Omid, Daneshkhah, Alireza, Esmaeilbeigi, Mohsen, Sohrabi Safa, Nader, Alenezi, Ali H. and Rahman, Arafatur (2022) Predicting primary sequence-based protein-protein interactions using a Mercer series representation of nonlinear Support Vector Machine. IEEE Access, 10 . pp. 124345-124354. doi:10.1109/ACCESS.2022.3223994 ISSN 2169-3536.

2018

Chatrabgoun, O., Hosseinian-Far, A., Chang, V., Stocks, Nigel G. and Daneshkhah, Alireza (2018) Approximating non-gaussian bayesian networks using minimum information vine model with applications in financial modelling. Journal of Computational Science, 24 . pp. 266-276. doi:10.1016/j.jocs.2017.09.002 ISSN 1877-7503 .

2017

Daneshkhah, Alireza, Stocks, Nigel G. and Jeffrey, Paul (2017) Probabilistic sensitivity analysis of optimised preventive maintenance strategies for deteriorating infrastructure assets. Reliability Engineering & System Safety, 163 . pp. 33-45. doi:10.1016/j.ress.2017.02.002 ISSN 0951-8320.

2010

Smith, J. Q. and Daneshkhah, Alireza (2010) On the robustness of Bayesian networks to learning from non-conjugate sampling. In: 4th European Workshop on Probabilistic Graphical Models, Hirtshals, Denmark, September 17-19, 2008. Published in: International Journal of Approximate Reasoning, Vol.51 (No.5). pp. 558-572. doi:10.1016/j.ijar.2010.01.013 ISSN 0888-613X.

2008

Smith, J. Q. and Daneshkhah, Alireza (2008) Large incomplete sample robustness in Bayesian networks. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2008 (No.12).