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Updated: Jun 11, 2025

Quaternary Structure Modeling Through Chemical Cross-Linking Mass Spectrometry: Extending TX-MS Jupyter Reports
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基于化学图的变压器模型用于预测高通量交叉合反应数据集的产量

Akinori Sato1,2, Ryosuke Asahara2, Tomoyuki Miyao1,2

  • 1Data Science Center, Nara Institute of Science and Technology, 8916-5 Takayama-cho, Ikoma, Nara 630-0192, Japan.

ACS omega
|October 7, 2024
PubMed
概括

我们开发了一种新的MPNN-变压器模型,用于预测化学反应产量. 这种人工智能方法显示出高精度,特别是在大型数据集和特定交叉合反应中.

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相关概念视频

Predicting Reaction Outcomes02:24

Predicting Reaction Outcomes

Kinetics describes the rate and path by which a reaction occurs. In contrast, thermodynamics deals with state functions and describes the properties, behavior, and components of a system. It is not concerned with the path taken by the process and cannot address the rate at which a reaction occurs. Although it does provide information about what can happen during a reaction process, it does not describe the detailed steps of what appears on an atomic or a molecular level. On the other hand,...
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