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Updated: Jan 15, 2026

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

Published on: January 26, 2024

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基于自我注意力机制的蛋白质热稳定性趋势的预测驱动稀疏卷积网络

Pei Xu1, Kai Zhong1, Honghua Ge1

  • 1Institutes of Physical Science and Information Technology, Anhui University, Hefei, 230601, China.

Computational biology and chemistry
|October 9, 2025
PubMed
概括

这项研究介绍了SCSAddG,一种使用稀疏卷积网络和自我注意力进行蛋白质热稳定性预测的AI模型. 通过准确预测蛋白质稳定性和指导突变查,SCSAddG提高了蛋白质工程效率.

关键词:
蛋白质的热稳定性 蛋白质的热稳定性自我注意力机制机制稀少的卷积网络是稀少的卷积网络.转谷氨酸胺酶的转化

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