2014
DOI: 10.1016/j.nucengdes.2013.08.009
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Consistent site-response/soil-structure interaction analysis and evaluation

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Cited by 7 publications
(13 citation statements)
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“…The first area of action in WP4 dealt with the development and the consolidation of the computational chain in probabilistic and sensitivity analysis, through establishment of meta-models (to increase numerical performance, because we have to cope with the exploration of wide ranges of variability) and the calculation of fragility curves by bestestimate simulations. The use of neural network regression meta-models has been evaluated (Ostadan and Kennedy 2014). The efficiency of this approach for applications is sensitive to the modeling choices, and in particular the training algorithm might need large computational time to produce adequate precision.…”
Section: Main Scientific Advances From Wp4 Actionsmentioning
confidence: 99%
“…The first area of action in WP4 dealt with the development and the consolidation of the computational chain in probabilistic and sensitivity analysis, through establishment of meta-models (to increase numerical performance, because we have to cope with the exploration of wide ranges of variability) and the calculation of fragility curves by bestestimate simulations. The use of neural network regression meta-models has been evaluated (Ostadan and Kennedy 2014). The efficiency of this approach for applications is sensitive to the modeling choices, and in particular the training algorithm might need large computational time to produce adequate precision.…”
Section: Main Scientific Advances From Wp4 Actionsmentioning
confidence: 99%
“…It was not until recently in 2016, the ASCE/SEI 7 standard, 21 one of the key documents for building design in the United States, updated the specification on vertical ground motion assessment based on recent studies of V/H ratios to reflect the important frequency‐dependent relationship between the vertical and horizontal motions. This is considered an expedient approach, however, not only because of the practical limitations in the empirical V/H ratios to represent attenuation relations that may differ from the horizontal component, resulting in additional uncertainties, 22 but also the difficulty in applying it to site‐specific ground motion procedures and soil‐structure interaction analysis that are required for critical infrastructures 23 . To obtain site‐specific ground motions, 1D SRA is typically performed in current practice.…”
Section: Introductionmentioning
confidence: 99%
“…This approach assumes that the seismic waves reaching the site are nearly vertically propagating due to wave refraction through the upper crustal velocity gradient and the local soil is composed of stacked horizontal layers without lateral heterogeneity. These assumptions, which were introduced during the pioneering works in the 1950s-1970s [1][2][3] and are collectively referred to as the "1D assumption" in this article, are now broadly adopted in various aspects of earthquake engineering, for example, seismic hazard calculation, 4 site response calibration, 5 and soil-structure interaction, 6 among others.…”
mentioning
confidence: 99%
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