Browsing Norwegian Geotechnical Institute (NGI) Digital Archive by Author "Cepeda, Rivera Jose Mauricio"
Now showing items 1-4 of 4
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An Evaluation of the Applicability of Current Ground-Motion Models to the South and Central American Subduction Zones
Arango, M. C.; Strasser, F; Bommer, Julian J.; Cepeda, Rivera Jose Mauricio; Boroschek, R.; Hernandez, D.A.; Tavera, H. (Journal article; Peer reviewed, 2012)The applicability of existing ground‐motion prediction equations (GMPEs) for subduction‐zone earthquakes is an important issue to address in the assessment of the seismic hazard affecting the Peru–Chile and Central American ... -
Clasificación probabilistica de umbrales de lluvia para predecir deslizamientos de tierra
Medina-Cetina, Zenon; Cepeda, Rivera Jose Mauricio (Journal article, 2012)Este artículo presenta la formulación probabilista de un modelo empírico para la determinación de deslizamientos de tierra producidos por el efecto de lluvia. El modelo de umbral propuesto I contiene un vector de parámetros, ... -
Modelling of shallow landslides with Machine Learning algorithms
Liu, Zhongqiang; Gilbert, Graham Lewis; Cepeda, Rivera Jose Mauricio; Lysdahl, Asgeir Olaf Kydland; Piciullo, Luca; Haugland, Heidi Hefre; Lacasse, Suzanne (Peer reviewed; Journal article, 2020)This paper introduces three machine learning (ML) algorithms, the 'ensemble' Random Forest (RF), the 'ensemble' Gradient Boosted Regression Tree (GBRT) and the MultiLayer Perceptron neural network (MLP) and applies them ... -
Risk Analysis of Earthquake-Induced Submarine Slope Failure
Rodriguez Ochoa, Rafael; Farrokh, Nadim; Cepeda, Rivera Jose Mauricio (Chapter, 2015)