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Numerical experiments demonstrate competitive accuracy and lower computational cost than expectation-maximization across a range of multidimensional settings.
A fundamental lower bound on the number of samples required to correctly identify the number of components with high probability is proved, showing that this limit depends critically on the separation between component means and the total number of components.
Understanding fatigue damage evolution of brittle rocks under cyclic loading is critical for assessing the stability of deep underground geo-systems, yet the loading-history dependence of damage indicators remains insufficiently studied. In this work, cyclic loading–unloading, multistage constant-amplitude loading, a...
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