nat mach intel深度学习的相关内容

文章 2021-12-11 来自：开发者社区

Nat. Mach. Intel. | 深度学习连提取冷冻电镜图蛋白质动力学信息都搞定了！

今天给大家介绍日本京都大学大学院医学研究科医学部教授Yasushi Okuno团队近期发表在nature machine intelligence上的关于如何利用深度学习技术DEFMap直接提取冷冻电镜密度图中蛋白质动态信息的文章。DEFMap仅使用低温冷冻电镜密度数据，获得了与分子动力学模拟和实验方法数据高度相关的动力学信息。此外，DEFMap成功地检测到与分子识别相关的动力学变化。DEFMa....

文章 2021-12-11 来自：开发者社区

Nat. Mach. Intel. | IBM RXN: 深度学习在化学反应分类上大放异彩

最近IBM和伯尔尼大学的研究人员利用基于自注意力机制的深度神经网络实现了对化学反应的分类，该项成果发布于Nature Machine Intelligence杂志上。化学反应的分类对化学家们有很高的价值，比如利用同类反应的相似成份推测最佳反应条件等。近年来，一些机器学习方法被用于化学反应的分类，但是都存在一定的局限。IBM和伯尔尼大学的研究人员提出使用BERT(Bidirectional Enc....

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