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 · 508 citations · Full text

Engineering, Computational Engineering, Optimization +15

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 · 271 citations · Full text

Engineering, Computational Engineering, Materials Science +17

Structural optimization using evolution strategies and neural networks

Manolis Papadrakakis, Nikos D. Lagaros, Yiannis Tsompanakis · Computer Methods in Applied Mechanics and Engineering · 1998 · 223 citations · Full text

Architecture, Mathematics, Design Optimization +15

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 · 206 citations · Full text

Computing, Computational Engineering, Machine Learning +12

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 · 199 citations · Full text

Computing, Computational Engineering, Mechanical Engineering +15