Searched for: author%3A%22Nuttall%2C+Jonathan%22
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Wilbrand, K. (author), Taormina, R. (author), ten Veldhuis, Marie-claire (author), Visser, Martijn (author), Hrachowitz, M. (author), Nuttall, Jonathan (author), Dahm, Ruben (author)
Streamflow predictions remain a challenge for poorly gauged and ungauged catchments. Recent research has shown that deep learning methods based on Long Short-Term Memory (LSTM) cells outperform process-based hydrological models for rainfall-runoff modeling, opening new possibilities for prediction in ungauged basins (PUB). These studies usually...
journal article 2023
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Mavritsakis, Antonis (author), Schweckendiek, T. (author), Teixeira, A.E.D.P. (author), Smyrniou, Eleni (author), Nuttall, Jonathan (author)
Data-driven site characterization (DDSC) aids geotechnical engineering by inferring and mapping soil parameters of the subsurface domain. In practice, the limited availability of site investigation data may hinder the performance of traditional machine learning methods and implies significant uncertainty in the predictions, which is typically...
journal article 2023
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Coelho, Bruno Zauda (author), Rohe, Alexander (author), aboufirass, amine (author), Nuttall, Jonathan (author), Bolognin, M. (author)
Dike infrastructure is of vital importance for the safety against flooding. The standard methodologies for the assessment of dike safety for macrostability are based on limit equilibrium methods, which result in a safety factor against shear failure. The more advanced alternative consists of using finite element method to compute the safety...
conference paper 2018
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Rippi, Aikaterini (author), Nuttall, Jonathan (author), Teixeira, Ana (author), Schweckendiek, T. (author)
The Dutch design codes for the dikes with retaining walls rely on Finite Element Analysis (FEM) in combination with partial safety factors. However, this can lead to conservative designs. For this reason, in this study, a reliability analysis is carried out with FEM calculations aiming to demonstrate the feasibility of reliability analysis for a...
conference paper 2016
Searched for: author%3A%22Nuttall%2C+Jonathan%22
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