... set (70%), a validation (10%) and a test set (20%). Findings The validation findings demonstrate that the CNN model (has an 89% success rate and an 84% prediction rate). The ANN model (with an 84% success rate and an 81% prediction rate) predicts landslides better than the LR model (with a success...

... parameters and, etc. Let us assume a numerical model, M, representing the relationship between the input parameters, u, and output, y: © Emerald Group Publishing Limited 2015 Uncertainty quantification Validation Experimental modal analysis Prediction accuracy...

... are determined, and an efficient contact detection algorithm is adopted. Findings – The numerical results are further validated by both special computational tests and shaking table tests, with good agreements to the experimental results. The method is shown to be effective and accurate to simulate...

... Aeolus, and therefore the numerical values obtained in this study are specific for this application. However, this model represents a typical satellite FEM and therefore the trends identified in this work are expected to be generally valid for this type of structure. Practical implications...