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RouteFlow 框架以可合成性为重点，增强分子设计

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了 RouteFlow，一个旨在通过关注可合成性来改进分子设计的新型框架。该方法将设计过程重新构建为在连续的“路线潜在空间”内的搜索，其中每个点直接对应一个完整的合成路线，从而内在地保留了可合成性。通过采用奖励引导的流匹配以实现高效采样，以及利用循环一致性机制来稳定微调，RouteFlow 在多个优化任务中展示了卓越的样本效率和更高的逆合成成功率。 AI

影响 该框架可以通过提高设计分子的实际可合成性，加速新药物和材料的发现。

排序理由 该集群包含一篇详细介绍新分子设计框架的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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RouteFlow 框架以可合成性为重点，增强分子设计

本文如何被排名

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15 / 100
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Newsworthiness bucket
Tool
该集群包含一篇详细介绍新分子设计框架的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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Topics
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Tao Li, Tuan Vinh, Monika Raj, Yuan Fang, Zhichun Guo, Carl Yang ·

    导航路线潜在空间以实现可合成分子设计

    arXiv:2610.07560v1 Announce Type: new Abstract: Goal-directed molecular design has advanced rapidly, yet a substantial proportion of designed molecules remain difficult to synthesize in practice, limiting their real-world utility. Prior synthesizability-aware methods either proje…

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