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We approximate it using a novel fast approximation to a marginal likelihood, described in detail in section 4.1 in the supplementary information, that follows ideas similar to Chib's approximation [ 45].
For smooth surfaces, a fast approximation algorithm is developed to calculate the curvature of individual subregions.
For this work, a fast approximation of the bilateral filter [25] has been used.
A trained artificial neural network is used for the fast approximation of the considered dexterity index.
A new LBP-based descriptor, SLBP, is introduced as a fast approximation of the computationally heavy FLBP.
The proposed model aims at designing and implementing a fast approximation algorithm that generates a feasible solution.
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These are established fast approximations to their filters.
Such identified features can be directly used for fast approximations of dynamic stability boundaries of slender curved structures when their geometric parameters or boundary conditions are varied.
To achieve good and fast approximations to these two solutions, we design heuristic algorithms, including mixed integer programming heuristics, construction heuristics and local search procedures.
The surrogate model can then be put to use within an appropriate optimization algorithm and provides fast approximations at new design points.
In the convection step, computational elements are convected with velocities obtained by fast approximations of the Biot Savart superposition with second-order Runge Kutta time integration scheme.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com