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Method of Continuous Molecular Fields in the One-Class Classification Task

机译:一类分类任务中的连续分子场方法

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摘要

Modern estimates of conceivable organic structures exceed 10~(60). Among these structures, there are both biologically active and practically important substances, as well as compounds that currently have no applications. It is evident that synthesis and testing of all the structures from this set are impossible. In this context, virtual screening methods are being actively developed. On the basis of predictive models, this technique filters down initial databases to a manageable number of structures that can be synthesized and tested in the laboratory.
机译:现代可能的有机结构估计超过10〜(60)。在这些结构中,既有生物活性物质,又有实用上重要的物质,以及目前没有应用的化合物。显然,不可能对来自该组的所有结构进行合成和测试。在这种情况下,正在积极开发虚拟筛选方法。在预测模型的基础上,该技术将初始数据库筛选为可管理数量的结构,这些结构可以在实验室中进行合成和测试。

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