Surrogate Modelling

A generalized autoregressive model for time-variant dynamical systems featured image

A generalized autoregressive model for time-variant dynamical systems

The mNARX+ autoregressive surrogate framework extended to time-variant dynamical systems, such as structures subject to plastic damage or fatigue accumulation, for reliability …

Styfen Schär
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UQ state-dependent framework for seismic fragility assessment of industrial components featured image

UQ state-dependent framework for seismic fragility assessment of industrial components

A state-dependent seismic fragility framework combining polynomial chaos expansions and bootstrapping is proposed and validated, enabling efficient fragility assessment of …

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Chiara Nardin
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Seismic experimental analyses and surrogate models of multi-component systems in special-risk industrial facilities featured image

Seismic experimental analyses and surrogate models of multi-component systems in special-risk industrial facilities

Doctoral thesis (Doctor Europaeus, University of Trento): a computational framework for seismic state-dependent fragility analysis of industrial non-structural components, …

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Chiara Nardin
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