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This document summarizes the Bayesian Updating with Structural reliability methods (BUS) approach for performing Bayesian inference. BUS reframes the Bayesian updating problem as a rare event estimation problem that can be solved using structural reliability methods like Subset Simulation (SuS). The original BUS approach requires selecting a constant c, but c chosen too small reduces efficiency. The paper proposes an adaptive BUS (aBUS) algorithm that does not require c as input by learning its value during

Author

Jimmy Phoenix

Language

EN