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A recurrent-neural-network-based generalized ground-motion model for the Chilean subduction seismic environment
ArticleAbstract: This paper proposes a deep learning-based generalized ground motion model (GGMM) for interface and iPalabras claves:Deep learning, Generalized ground motion model, long short-Term memory, Recurrent neural networks, Subduction ground motionsAutores:Fayaz J., Galasso C., Medalla M., Pablo Torres-RodasFuentes:googlescopusA Deep Learning based Generalized Ground Motion Model for the Chilean Subduction Seismic Environment
Abstract: This paper proposes a deep learning-based generalized ground motion model (GGMM) for interface and iPalabras claves:Autores:Fayaz J., Galasso C., Medalla M., Pablo Torres-RodasFuentes:scopusAssessment of ground motion amplitude scaling using interpretable Gaussian process regression: Application to steel moment frames
ArticleAbstract: The process of ground motion selection and scaling is an integral part of hazard- and risk-consistenPalabras claves:amplitude scaling, Bayesian non-parametric, Explainability, Gaussian process regression, ground motion scaling, interpretability, Machine Learning, scale factors, surrogate models, XAIAutores:Fayaz J., Medalla M., Naeim F., Pablo Torres-RodasFuentes:googlescopusCyclic behavior and design methodology of exposed base plates with extended anchor bolts
ArticleAbstract: This paper investigates the behavior of a ductile detail of exposed base plates. This detail consistPalabras claves:Column base connection, Exposed base plate, Extended anchor boltsAutores:Lopez-Garcia D., Medalla M., Pablo Torres-Rodas, Zareian F.Fuentes:googlescopusA machine learning-based ground motion model for the Chilean subduction zone and its application to probabilistic seismic hazard analysis
ArticleAbstract: Accurate prediction of ground motion intensity measures (IMs) is critical for seismic hazard assessmPalabras claves:Ground Motion Model, Intensity measures, Machine Learning, Seismic hazard analysis, SubductionAutores:B. Cagua, Fabián Pachano, Matías Birrell, Medalla M., Rodrigo AstrozaFuentes:scopusA mathematical model to simulate the cyclic behavior of exposed base plates with extended anchor bolts in steel moment frames subjected to earthquakes
ArticleAbstract: This paper presents a mathematical model to predict the cyclic behavior of Exposed Base Plates withPalabras claves:Column base connections, ductile exposed base plates, steel buildings, bio-inspired algorithms, Hysteretic modelsAutores:Diego S. Benitez, Lopez-Garcia D., Marco A. Herrera, Medalla M., Oscar E. Camacho, Pablo Torres-RodasFuentes:scopusSTRENGTH METHOD FOR EXPOSED BASE PLATES WITH EXTENDED ANCHOR BOLTS
OtherAbstract: Column Base Connections are one of the most critical components of Special Steel Moment Frames (SMFsPalabras claves:Column base connections, ductile base plates, exposed base platesAutores:Liseth Campos, Lopez-Garcia D., Medalla M., Pablo Torres-Rodas, Zareian F.Fuentes:scopusStatistical evaluation of steel moment frames response under crustal and subduction seismic environments
ArticleAbstract: In this paper, the influence of the two main types of earthquake mechanisms (i.e., subduction and crPalabras claves:Autores:Fayaz J., Medalla M., Pablo Torres-RodasFuentes:scopusSensitivity Analysis of the Seismic Response of Steel Moment Frames under Different Earthquake Scenarios
OtherAbstract: This research examines the influence of the two main types of earthquake mechanisms (i.e., subductioPalabras claves:Earthquake Mechanisms, Statistical Analysis, Steel moment frames, Subduction ground motionsAutores:Fayaz J., Medalla M., Pablo Torres-RodasFuentes:scopusSEISMIC PERFORMANCE OF STEEL MOMENT FRAMES INCORPORATING DUCTILE COLUMN BASE CONNECTIONS
OtherAbstract: A common practice in the design of industrial steel structures in Chile is to consider column basesPalabras claves:Autores:Lopez-Garcia D., Medalla M., Pablo Torres-RodasFuentes:scopus