Implications of High-Dimensional Geometry for Structural Reliability Analysis and a Novel Linear Response Surface Method Based on SVM

A response surface method for stochastic dynamic analysis

(2014) Umberto Alibrandi   RELIABILITY ENGINEERING & SYSTEM SAFETY

A gradient-free method for determining the design point in nonlinear stochastic dynamic analysis

(2011) Umberto Alibrandi et al.   PROBABILISTIC ENGINEERING MECHANICS

Dimensionality reduction and visualization of structural reliability problems using polar features

(2011) Jorge E. Hurtado   PROBABILISTIC ENGINEERING MECHANICS

Assessing small failure probabilities by combined subset simulation and Support Vector Machines

(2011) J.-M. Bourinet et al.   STRUCTURAL SAFETY

Probabilistic eigenvalue buckling analysis solved through the ratio of polynomial response surface

(2009) U. Alibrandi et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Asymptotic sampling for high-dimensional reliability analysis

(2009) Christian Bucher   PROBABILISTIC ENGINEERING MECHANICS

An optimization method for learning statistical classifiers in structural reliability

(2009) Jorge E. Hurtado et al.   PROBABILISTIC ENGINEERING MECHANICS

The role of the design point for calculating failure probabilities in view of dimensionality and structural nonlinearities

(2009) M.A. Valdebenito et al.   STRUCTURAL SAFETY

Geometric insight into the challenges of solving high-dimensional reliability problems

(2008) L.S. Katafygiotis et al.   PROBABILISTIC ENGINEERING MECHANICS

The use of stochastic stresses in the static approach of probabilistic limit analysis

(2007) U. Alibrandi et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

A comparison of approximate response functions in structural reliability analysis

(2007) Christian Bucher et al.   PROBABILISTIC ENGINEERING MECHANICS