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Although the First Order Reliability Method (FORM) has been widely applied to approximate the probability of failure of engineering systems,it has been observed that FORM presents some serious drawbacks in several situations, such as low accuracy and convergence issues. One class of reliability methods that are able to avoid these difficulties are the full characterization methods. However, these...