Design of Experiments allows controlling the process of surrogate modeling via adaptive sampling plan, which benefits quality of approximation.
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The profiler uses adaptive sampling methods to identify process counters and activities, and combines data from multiple processes that may be running on multiple compute server nodes.
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The adaptive sampling strategy dramatically reduces the rendering time for high-quality rendering the higher quality and / or size of data-set, the more significant advantage over the regular / even sampling strategy.
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However, unlike Folding @ home's shorter trajectories, which are more amenable to distributed computing and other parallelizing methods, longer trajectories do not require adaptive sampling to sufficiently sample the protein's phase space.
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However, adaptive ray casting upon a projection plane and adaptive sampling along each individual ray do not map well to the SIMD architecture of modern GPU . Multi-core CPUs, however, are a perfect fit for this technique, making them suitable for interactive ultra-high quality volumetric rendering.
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