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As an accelerated sampling method, VTREMD is particularly useful to explore states at low temperatures, where systems are easily trapped in local potential wells.
The LDNI for a solid model whose boundary is represented by a closed polygonal mesh can be generated efficiently with the help of hardware accelerated sampling.
We also compare the result from the accelerated sampling scheme with the best fixed sampling scheme and demonstrate its superiority over the best fixed sampling scheme in terms of the expected loss incurred when the overall reliability is estimated by its Bayes estimator both theoretically and through Monte Carlo simulations.
Sufficiently high temperature for the fictitious variables leads to accelerated sampling of the free-energy surface restricted to the CVs.
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This paper focuses on accelerating sampling the Compton scattering of Kahn's method on GPU.
Provided that a reasonable construct of the reaction coordinate underlying the process of interest can be inferred, the ABF method accelerates sampling and maps accurately the free-energy landscape through cancellation of the local free-energy derivative by the average force exerted along the model reaction coordinate.
To develop the solution method, an accelerated sample average approximation approach is combined with an accelerated Benders' decomposition algorithm.
The accelerated sample average approximation approach improves the main structure of the original technique through the reduction in the number of mixed integer programming problems that need to be solved.
On the basis of several significant differences between the solar wind and SEP compositions, we suggest that most solar energetic particles are not simply an accelerated sample of the average solar wind as observed at 1 AU; rather, solar particles and fast and slow solar wind appear to be distinct samples of coronal material with distinctly different FIP-fractionation patterns.
Choice of different parameters, including the use of the end-to-end distance of RNA as a memory term, in the simulations to accelerate sampling is discussed.
Recently Olsen et al. introduced the "island method" [ 17, 18], which accelerates sampling time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com