An innovative estimation of failure probability function based on conditional probability of parameter interval and augmented failure probability

AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation

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Computing, Computational Engineering, Machine Learning +13

Monte Carlo Strategies in Scientific Computing

Tim Hesterberg · Technometrics · 2002 · 1.4K citations

Natural Sciences, Computer Science, Physics +14

Reliability-based optimization in structural engineering

Ib Enevoldsen, John Dalsgaard Sørensen · Structural Safety · 1994 · 544 citations

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Comparison of Data-Driven Bandwidth Selectors

Byeong U. Park, J. S. Marron · Journal of the American Statistical Association · 1990 · 488 citations

Computing, Data Science, Performance Measurement +12

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

Jean‐Marc Bourinet, François Deheeger, Maurice Lemaire · Structural Safety · 2011 · 402 citations

Computing, Biostatistics, Decision Sciences +15