Preface.- Random Dynamical Response of a Multibody System with Uncertain Rigid Bodies, by Anas Batou and Christian Soize.- Dynamic Variability Response for Stochastic Systems, by Vissarion Papadopoulos and Odysseas Kokkinos.- A Novel Reduced Spectral Function Approach for Finite Element Analysis of Stochastic Dynamical Systems, by Abhishek Kundu and Sondipon Adhikari.- Computational Stochastic Dynamics based on Orthogonal Expansion of Random Excitations, by X. Frank Xu and George Stefanou.- Numerical solution of the Fokker-Planck equation by finite difference and finite element methods - a comparative study, by L. Pichler, A. Masud and L. A. Bergman.- A Comparative study of Uncertainty Propagation Methods in Structural Problems, by Manuele Corradi, Marco Gherlone, Massimiliano Mattone and Marco Di Sciuva.- Fuzzy and fuzzy stochastic methods for the numerical analysis of reinforced concrete structures under dynamical loading, by Frank Steinigen, Jan-Uwe Sickert, Wolfgang Graf and Michael Kaliske.- Application of interval fields for uncertainty modeling in a geohydrological case, by Wim Verhaeghe, Wim Desmet, Dirk Vandepitte, Ingeborg Joris, Piet Seuntjens and David Moens.- Enhanced Monte Carlo for Reliability-Based Design and Calibration, by Arvid Naess, Marc Maes and Marcus R. Dann.- Optimal Design of Base-Isolated Systems under Stochastic Earthquake Excitation, by Hector A. Jensen, Marcos A. Valdebenito and Juan G. Sepulveda.- Systematic formulation of model uncertainties and robust control in smart structures using H∞ and μ-analysis, by Amalia Moutsopoulou, Georgios E. Stavroulakis and Anastasios Pouliezos.- Robust Structural Health Monitoring Using a Polynomial Chaos Based Sequential Data Assimilation Technique, by George A. Saad and Roger G. Ghanem.- Efficient model updating of the GOCE satellite based on experimental modal data, by B. Goller, M. Broggi, A. Calvi and G.I. Schuëller.- Identification of properties of stochastic elastoplastic systems, by Bojana V. Rosic and Hermann G. Matthies.- SH surface waves in a half space with random heterogeneities, by Chaoliang Du and Xianyue Su.- Structural seismic fragility analysis of RC frame with a new family of Rayleigh damping models, by Pierre Jehel, Pierre Léger and Adnan Ibrahimbegovic.- Incremental dynamic analysis and pushover analysis of buildings: A probabilistic comparison, by Yeudy F. Vargas, Luis G. Pujades, Alex H. Barbat and Jorge E. Hurtado.- Stochastic analysis of the risk of seismic pounding between adjacent buildings, by Enrico Tubaldi and Michele Barbato.- Intensity Parameters as Damage Potential Descriptors of Earthquakes, by Anaxagoras Elenas.- Classification of Seismic Damages in Buildings Using Fuzzy Logic Procedures, by Anaxagoras Elenas, Eleni Vrochidou, Petros Alvanitopoulos and Ioannis Andreadis.- Damage identification of masonry structures under seismic excitation, by G. De Matteis, F. Campitiello, M.G. Masciotta, and M. Vasta.