Manolis Papadrakakis

Reliability-based structural optimization using neural networks and Monte Carlo simulation

Manolis Papadrakakis, Nikos D. Lagaros · Computer Methods in Applied Mechanics and Engineering · 2002 · 501 citations · Full text

Reliability Engineering, Engineering, Reliability Modelling +7

Structural reliability analyis of elastic-plastic structures using neural networks and Monte Carlo simulation

Manolis Papadrakakis, Vissarion Papadopoulos, Nikos D. Lagaros · Computer Methods in Applied Mechanics and Engineering · 1996 · 267 citations · Full text

Structural Integrity, Engineering, Elastic-plastic Structures +12

Structural optimization using evolution strategies and neural networks

Manolis Papadrakakis, Nikos D. Lagaros, Yiannis Tsompanakis · Computer Methods in Applied Mechanics and Engineering · 1998 · 220 citations · Full text

Evolving Neural Network, Engineering, Design +5

Accelerated subset simulation with neural networks for reliability analysis

Vissarion Papadopoulos, Dimitris G. Giovanis, Nikos D. Lagaros et al. · Computer Methods in Applied Mechanics and Engineering · 2012 · 203 citations · Full text

Reliability Engineering, Engineering, Machine Learning +8

Robust and efficient methods for stochastic finite element analysis using Monte Carlo simulation

Manolis Papadrakakis, Vissarion Papadopoulos · Computer Methods in Applied Mechanics and Engineering · 1996 · 194 citations · Full text

Numerical Analysis, Finite Element Method, Stochastic Simulation +13