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Updated: Jun 30, 2025

Synthesis of Cyclic Polymers and Characterization of Their Diffusive Motion in the Melt State at the Single Molecule Level
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Synthesis of Cyclic Polymers and Characterization of Their Diffusive Motion in the Melt State at the Single Molecule Level

Published on: September 26, 2016

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多模式变压器用于聚合物中的属性预测.

Seunghee Han1, Yeonghun Kang1, Hyunsoo Park2

  • 1Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, Daejeon 34141, Republic of Korea.

ACS applied materials & interfaces
|March 19, 2024
PubMed
概括

本研究介绍了一种多式变压器模型,通过结合分子表示来改善聚合物性质预测. 使用SMILES和二元输入的模型在五个关键聚合物特性中显著优于其他模型.

关键词:
斯米莱斯 (SMILES) 是一个有趣的小孩.图形神经网络 (GNN) 是一个图形神经网络.机器学习是机器学习.多式多样化的多式模式聚合物是一种聚合物.变压器的变压器是一个变压器.

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