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Updated: Jul 17, 2025

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通过机器学习模型,提高对初级和最终生物降解率的预测和理解

Shan Jiang1, Yuzhen Liang1, Songlin Shi1

  • 1School of Environment and Energy, South China University of Technology, Guangzhou, Guangdong 510006, People's Republic of China; The Key Lab of Pollution Control and Ecosystem Restoration in Industry Clusters, Ministry of Education, South China University of Technology, Guangzhou, Guangdong 510006, People's Republic of China.

The Science of the total environment
|August 31, 2023
PubMed
概括

机器学习模型准确预测有机化学品生物降解率,有助于环境风险评估. 确定了影响初级和最终生物降解的关键分子特征,提高了预测准确性和机制理解.

关键词:
生物降解 生物降解知识转移知识转移.机器学习 机器学习定量结构生物降解性关系的关系.谢普利添加剂的解释

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