This book organizes and explains, in a systematic and pedagogically effective manner, recent advances in path integral solution techniques with applications in stochastic engineering dynamics.
Dr. Ioannis A. Kougioumtzoglou is an Associate Professor, Department of Civil Engineering and Engineering Mechanics, Columbia University, NY; Dr. Apostolos F. Psaros is a Post-Doctoral Researcher, Department of Civil Engineering and Engineering Mechanics, Columbia University, NY; and Dr. Pol D. Spanos is the L. B. Ryon Professor in Mechanical and Civil Engineering, Rice University, Texas, USA
Introduction.- Wiener path integral formalism.- Linearsystems under Gaussian white noise excitation: exact closed form solutions.- Nonlinearsystems under Gaussian white noise excitation.- Nonlinear systems undernon-white, non-Gaussian and non-stationary excitation.- Nonlinear systems with singulardiffusion matrices: a broad perspective including hysteresis modeling.- High-dimensionalnonlinear systems: circumventing the curse of dimensionality via areduced-order formulation.- Efficient numerical implementation strategies viasparse representations and compressive sampling.- An enhanced quadratic Wienerpath integral approximation with applications to nonlinear system reliabilityassessment.- Epilogue.