Construct · 1 fields · 1 citations

AK-MCS: a standalone construct

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Structural engineering

structural reliability method that trains a Kriging surrogate of the limit state with active learning and uses it inside Monte Carlo simulation.

In structural engineering, AK-MCS refers to structural reliability method that trains a Kriging surrogate of the limit state with active learning and uses it inside Monte Carlo simulation. This meaning comes from Echard (2011) in Structural Safety.[1]

Unit
Recovery means
Measured by

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Nearby constructs

active learning1 fields · 1 citationsanchor · a standalone construct kriging1 fields · 1 citationsanchor · a standalone construct learning6 fields · 14 citationsjingle · one name, six constructs

References

Echard, B., Gayton, N., & Lemaire, M. (2011). AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation. Structural Safety, 33(2), 145-154. https://doi.org/10.1016/j.strusafe.2011.01.002

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