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Accelerating the computation of triangulated molecular surfaces with OpenMP

机译:使用OpenMP加速三角化分子表面的计算

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The ability to compute mesh representations of molecular surfaces in an accurate and timely manner is of great importance for applications such as implicit solvent modelling. The efficient computation of high-resolution mesh surfaces for large biomolecules is still a challenging task. This paper presents a fast, OpenMP-based parallel algorithm for the computation of the triangle mesh representation of the solvent-excluded surfaces of macromolecules at high resolutions. The solvent-excluded surface computation is based on a region-growing implementation of the approximate Euclidean distance transform algorithm with hierarchical queues. The method first builds a voxelised representation of the molecular surface by computing the contribution to the overall outer surface for each atom in parallel. Then, a triangle mesh representation is obtained from the voxelised one with an OpenMP-accelerated Marching Cubes implementation. The proposed algorithm was experimentally validated and was shown to outperform several state-of-the-art molecular surface computation tools on a dataset of large macromolecules.
机译:准确,及时地计算分子表面的网格表示的能力对于诸如隐式溶剂建模等应用非常重要。大型生物分子的高分辨率网格表面的有效计算仍然是一项艰巨的任务。本文提出了一种基于OpenMP的快速并行算法,用于在高分辨率下计算高分子的溶剂排除表面的三角形网格表示。排除溶剂的表面计算基于具有分层队列的近似欧几里德距离变换算法的区域增长实现。该方法首先通过计算平行每个原子对整个外表面的贡献来构建分子表面的体素化表示。然后,使用OpenMP加速的Marching Cubes实现从体素化的对象中获得三角形网格表示。该算法在实验上得到了验证,并在大型高分子数据集上表现出优于几种最先进的分子表面计算工具。

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