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While many random samples will be drawn using a random process, they need not be.
A probabilistic model for glued laminated timber (GLT) is proposed, using a random process model for the random stiffness distribution within each lamination.
Thus, simply by using a random process to generate a string, there is a sense in which we would have physical means that go beyond what is Turing-computable.
The BP based algorithms select the initial weights and biases using a random process which is likely to search for the weights and biases in the local area of the vector space hence leading to the problem of local minima.
A corpus was assembled by selecting 800 p elements (i.e. paragraphs, in the most part) from those patents that had successfully passed through the paragraph deflattening and document segmentation phases of the semantic enrichment procedure, using a random process in which each paragraph had an equal chance of selection.
Controls were individually matched on year of birth of the case, sex and time period (using information close to the time of the cases' death), using a random process to select up to 20 controls per case.
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A Monte Carlo analysis uses a random process to assess a complicated problem.
Monte Carlo methods use a random process to solve complicated problems.
Consequently, we use a random process involving recombination hotspots as a proxy for this mechanism.
Thus the second option was to use a random process to substitute missing spot intensities with a plausible set of "detectable" intensities.
We simulate the brain's dynamic transitions between these community states using a random walk process.
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