English(EN) The Morse Transform for Discrete Shape Analysis

新的Morse变换增强了用于虚拟筛选的离散形状分析

作者 PulseAugur 编辑部 · [1 个来源] · 2026-06-17 04:00

一种新的拓扑变换，Morse变换，已被开发出来，用于数值描述对象的几何形状，以用于统计推断和分类任务。该方法利用Morse理论对多个高度函数上的关键点进行分类，比现有变换保留了更精细的形状信息。Morse特征向量已被用作基于配体的虚拟筛选的描述符进行基准测试，与其他拓扑和标准基于形状的描述符相比，实现了最高的平均AUROC。 AI

排序理由详细介绍用于形状分析的新数学变换的学术论文。[lever_c_demoted from research: ic=1 ai=0.4]

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arXiv cs.LG TIER_1 English(EN) · Alexander M. Tanaka, Aras T. Asaad, Richard Cooper, Vidit Nanda · 2026-06-17 04:00

离散形状分析的Morse变换

arXiv:2503.04507v2 Announce Type: replace-cross Abstract: The geometry of an object plays a vital role in modulating its interactions with the physical world. It nevertheless remains difficult to describe geometric information numerically for the purposes of statistical inference…

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离散形状分析的Morse变换

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