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Updated: Jan 7, 2026

High-Throughput Measurement and Classification of Organic P in Environmental Samples
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HydroFate - 一个基于机器学习的分类建模平台,用于在不同的pH环境中预测有机化学品的水解稳定性

Shubham Kumar Pandey1, Souvik Pore1, Kunal Roy1

  • 1Drug Theoretics and Cheminformatics Laboratory, Department of Pharmaceutical Technology, Jadavpur University, Kolkata, 700032, India.

The Science of the total environment
|December 30, 2025
PubMed
概括

机器学习准确地预测化学水解速率,有助于环境持久性评估. 开发的"HydroFate"工具可以选化学稳定性,减少实验需求.

关键词:
化学稳定性 化学稳定性环境的命运环境的命运功能选择 功能选择水解是指水解过程中的水解.机器学习是机器学习.经合组织经济合作与发展组织 (OECD) TG 111这就是 SHAP SHAP 的意思.

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