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Comment on Predicting Aqueous Adsorption of Organic Compounds onto Biochars, Carbon Nanotubes, Granular Activated Carbons, And Resins with Machine Learning.

作者信息

Sigmund Gabriel, Gharasoo Mehdi, Hüffer Thorsten, Hofmann Thilo

机构信息

Department of Environmental Geosciences, Centre for Microbiology and Environmental Systems Science, University of Vienna, Althanstrasse 14, 1090 Wien, Austria.

Ecohydrology Research Group, Department of Earth and Environmental Sciences, University of Waterloo, 200 University Av W, Waterloo, Ontario Canada N2L 3G1.

出版信息

Environ Sci Technol. 2020 Sep 15;54(18):11636-11637. doi: 10.1021/acs.est.0c03931. Epub 2020 Aug 25.

DOI:10.1021/acs.est.0c03931
PMID:32841017
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7498140/
Abstract
摘要

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本文引用的文献

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Predicting Aqueous Adsorption of Organic Compounds onto Biochars, Carbon Nanotubes, Granular Activated Carbons, and Resins with Machine Learning.利用机器学习预测有机化合物在生物炭、碳纳米管、颗粒状活性炭和树脂上的水相吸附。
Environ Sci Technol. 2020 Jun 2;54(11):7008-7018. doi: 10.1021/acs.est.0c02526. Epub 2020 May 20.
2
Deep Learning Neural Network Approach for Predicting the Sorption of Ionizable and Polar Organic Pollutants to a Wide Range of Carbonaceous Materials.用于预测可电离和极性有机污染物在多种碳质材料上吸附的深度学习神经网络方法
Environ Sci Technol. 2020 Apr 7;54(7):4583-4591. doi: 10.1021/acs.est.9b06287. Epub 2020 Mar 27.
3
Activity and Reactivity of Pyrogenic Carbonaceous Matter toward Organic Compounds.热解碳质物质对有机化合物的活性和反应性。
Environ Sci Technol. 2017 Aug 15;51(16):8893-8908. doi: 10.1021/acs.est.7b01088. Epub 2017 Jul 28.
4
Biochar total surface area and total pore volume determined by N and CO physisorption are strongly influenced by degassing temperature.通过氮气和二氧化碳物理吸附法测定的生物炭总表面积和总孔体积强烈受到解吸温度的影响。
Sci Total Environ. 2017 Feb 15;580:770-775. doi: 10.1016/j.scitotenv.2016.12.023. Epub 2016 Dec 10.
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Applications of polyparameter linear free energy relationships in environmental chemistry.多参数线性自由能关系在环境化学中的应用。
Environ Sci Technol. 2014 Nov 4;48(21):12477-91. doi: 10.1021/es503369t. Epub 2014 Oct 17.
6
Prediction of sorption of aromatic and aliphatic organic compounds by carbon nanotubes using poly-parameter linear free-energy relationships.采用多参数线性自由能关系预测碳纳米管对芳香族和脂肪族有机化合物的吸附。
Water Res. 2014 Aug 1;59:295-303. doi: 10.1016/j.watres.2014.04.029. Epub 2014 Apr 24.
7
Transitional adsorption and partition of nonpolar and polar aromatic contaminants by biochars of pine needles with different pyrolytic temperatures.不同热解温度下松针生物炭对非极性和极性芳香族污染物的过渡吸附与分配
Environ Sci Technol. 2008 Jul 15;42(14):5137-43. doi: 10.1021/es8002684.
8
Characterization of aromatic compound sorptive interactions with black carbon (charcoal) assisted by graphite as a model.以石墨为模型辅助研究芳香族化合物与黑碳（木炭）的吸附相互作用的表征。
Environ Sci Technol. 2005 Apr 1;39(7):2033-41. doi: 10.1021/es0491376.