Abstract
We present a slice-sampling method and study the ensemble evolution of a large finite nonlinear system in order to model materials failure. There is a transitional region of failure probability. Its size effect is expressed by a slowly decaying scaling law. In a meso-macroscopic range (∼ 10 5) in realistic failure, the diversity cannot be ignored. Sensitivity to mesoscopic details governs the phenomena.
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