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Second, for a set of 90 different manipulator geometries the proposed methodology is statistically compared against a heuristic and a state-of-the-art method in simulation.
Finite element models are high precision method in simulation of the pile soil interaction problems however these analyses are usually complex and computationally expensive.
This paper investigates the performance and stability of MPS method in simulation of more general hydrodynamic problems, including those characterized by tensile stresses or by changes in the stress states.
Results: We compare the performance of the proposed method in simulation studies to the univariate Cox regression and to dimension reduction methods, and we observe that it performs similarly in localizing the causal site, while offering a clear advantage in terms of false positive associations.
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A generalization of the conditional expectation method in simulation-based structural reliability assessment is suggested.
This scheme is used as a reference for evaluating the performance of the proposed method in simulations.
Nowadays, more and more engineers are expressing an interest in using the Monte-Carlo method instead of the SN method in simulations, as it is expected that the Monte-Carlo method will give higher accuracy.
However, simulations inherently simplify the true processes of evolution, and it is unclear how well the performance of a phylogenetic method in simulations corresponds to its performance with empirical data.
The authors found that the proposed technique significantly outperformed previously proposed methods in simulation experiments.
The use of sub-grid modeling methods in simulation has important consequences for understanding the structure of the epistemology of simulation.
The proposed methods are compared with some existing methods in simulation studies.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com