| Influence of heterogeneity on 3D slope reliability and failure consequence MA Hicks, JD Nuttall, J Chen Computers and Geotechnics 61, 198-208, 2014 | 148 | 2014 |
| Daily runoff forecasting by deep recursive neural network J Zhang, X Chen, A Khan, Y Zhang, X Kuang, X Liang, ML Taccari, ... Journal of Hydrology 596, 126067, 2021 | 103 | 2021 |
| Comparative analyses of slope reliability in 3D YJ Li, MA Hicks, JD Nuttall Engineering Geology 196, 12-23, 2015 | 59 | 2015 |
| Influence of soil heterogeneity on geotechnical performance and uncertainty: a stochastic view on EC7 M Hicks, J Nuttall 10th International Probabilistic Workshop, Stuttgart, 215-228, 2012 | 23 | 2012 |
| Attention U-Net as a surrogate model for groundwater prediction ML Taccari, J Nuttall, X Chen, H Wang, B Minnema, PK Jimack Advances in Water Resources 163, 104169, 2022 | 18 | 2022 |
| Parallel implementation and application of the random finite element method JD Nuttall PQDT-UK & Ireland, 2011 | 17 | 2011 |
| Predicting streamflow with LSTM networks using global datasets K Wilbrand, R Taormina, MC ten Veldhuis, M Visser, M Hrachowitz, ... Frontiers in Water 5, 1166124, 2023 | 15 | 2023 |
| Probabilistic analysis of a benchmark problem for slope stability in 3D Y Li, MA Hicks, JD Nuttall Proc. 3rd Int. Symp. Computational Geomechanics, 641-648, 2013 | 14 | 2013 |
| Developing a cost-effective emulator for groundwater flow modeling using deep neural operators ML Taccari, H Wang, S Goswami, M De Florio, J Nuttall, X Chen, ... Journal of Hydrology 630, 130551, 2024 | 10 | 2024 |
| Estimating spatial correlations from CPT data using neural networks and random fields JD Nuttall Numerical Methods in Geotechnical Engineering IX, Volume 1, 713-717, 2018 | 7 | 2018 |
| Stochastic and finite element modelling of 3D heterogeneity in geo-engineering MA Hicks, JD Nuttall, WA Spencer Proceedings of the 10th International Symposium on Numerical Models in …, 2007 | 7 | 2007 |
| Investigating the scales of fluctuation of an artificial sand island M Lloret-Cabot, M Hicks, J Nuttall International Conference on Installation Effects in Geotechnical Engineering …, 2013 | 6 | 2013 |
| Assessment of dike safety within the framework of large deformation analysis with the material point method BZ Coelho, A Rohe, A Aboufirass Numerical Methods in Geotechnical Engineering IX, Volume 1, 657-663, 2018 | 5 | 2018 |
| Bayesian analysis of benchmark examples for data-driven site characterization A Mavritsakis, T Schweckendiek, A Teixeira, E Smyrniou, J Nuttall ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2023 | 4 | 2023 |
| The impact of soil variability on uncertainty in predictions of induced vibrations BZ Coelho, J Nuttall, A Noordam, J Dijkstra Soil Dynamics and Earthquake Engineering 169, 107855, 2023 | 3 | 2023 |
| Site spatial correlation estimation from CPT data using neural networks and random fields JD Nuttall Proceedings of XVII European Conference on Soil Mechanics and geotechnical …, 2019 | 3 | 2019 |
| Estimation of horizontal and vertical scales of fluctuation from CPT Data using neural networks and random fields JD Nuttall Proceedings, 7th International Symposium on Geotechnical Safety and Risk …, 2019 | 3 | 2019 |
| Stochastic approach to slope stability analysis with in-situ data JD Nuttall, MA Hicks, CM LLORET Industrial safety and life cycle engineering, 527-538, 2013 | 2 | 2013 |
| Spatial-temporal graph neural networks for groundwater data ML Taccari, H Wang, J Nuttall, X Chen, PK Jimack Scientific Reports 14 (1), 24564, 2024 | 1 | 2024 |
| Using neural network components to model soil constitutive behaviour E Smyrniou, J Nuttall, BZ Coelho Proceedings of the 20th International Conference on Soil Mechanics and …, 2022 | 1 | 2022 |