Cheminformatics Subgraph Matching via GPU Compute
Cheminformatics Subgraph Matching via GPU Compute
批准号:
2751042
负责人:
金额:
$0.0万
依托单位国家:
英国
项目类别:
Studentship
财政年份:
2022
资助国家:
英国
项目状态:
未结题
起止时间:
2022 至 --
中文摘要
计算图的同态和同构是图论中的一个中心问题,在计算机科学的许多领域中都起着至关重要的作用。最近,这一问题在化学和化学信息学中的应用引起了极大的兴趣,在更大的分子结构或数据库中寻找分子形状,并在医学和生物学上进一步应用。许多学术和工业解决方案每年都会发表,重点放在大图形上的性能。这个项目是关于利用GPU计算为这些问题开发新的算法,并在化学信息学中定制和应用这些算法。
英文摘要
Computing graph homomorphisms and isomorphisms is a central problem in graph theory playing a vital role in many areas of computer science. Recently there has been tremendous interest on applications of this problem on Chemistry and Cheminformatics where a molecule shape is being sought inside larger molecular structures or databases, with further applications on Medicine and Biology.Many academic and industrial solutions are published annually with a focus on performance on large graphs. This project is about developing novel algorithms for these problems using GPU computation, tailoring and applying these algorithms in Cheminformatics.
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