Water Research, Год журнала: 2024, Номер 267, С. 122531 - 122531
Опубликована: Сен. 26, 2024
Язык: Английский
Water Research, Год журнала: 2024, Номер 267, С. 122531 - 122531
Опубликована: Сен. 26, 2024
Язык: Английский
Separation and Purification Technology, Год журнала: 2024, Номер unknown, С. 129578 - 129578
Опубликована: Сен. 1, 2024
Язык: Английский
Процитировано
28Water Research, Год журнала: 2024, Номер 266, С. 122425 - 122425
Опубликована: Сен. 10, 2024
Язык: Английский
Процитировано
25Cell Reports Physical Science, Год журнала: 2024, Номер 5(5), С. 101966 - 101966
Опубликована: Май 1, 2024
Employing Fenton technology for efficiently removing pollutants in water stands as a significant method. Within the domain of traditional techniques, there exist both homogeneous and heterogeneous systems. Homogeneous systems tackle iron sludge concerns through incorporation co-catalysts, whereas adeptly manipulate surface microenvironments adjust active sites, enabling pollutant degradation across wide range pH. Each system boasts distinct advantages limitations. This perspective critically examines existing challenges associated solutions reactions comprehensive analysis typical case studies. The focus is on evaluating industrial potential these systems, forecasting future developmental trends, fostering more robust sustainable advancement within context carbon peaking neutrality goals.
Язык: Английский
Процитировано
22Applied Catalysis B Environment and Energy, Год журнала: 2025, Номер unknown, С. 125038 - 125038
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
8Chemical Society Reviews, Год журнала: 2025, Номер unknown
Опубликована: Янв. 1, 2025
Catalytic active sites and mechanisms of various dimensional carbonaceous materials in activation oxidants towards advanced oxidant processes for wastewater/water treatment were reviewed.
Язык: Английский
Процитировано
7Chemical Engineering Journal, Год журнала: 2024, Номер 482, С. 149052 - 149052
Опубликована: Янв. 26, 2024
Язык: Английский
Процитировано
16Chemical Engineering Journal, Год журнала: 2024, Номер 492, С. 152158 - 152158
Опубликована: Май 11, 2024
Язык: Английский
Процитировано
14Environmental Science & Technology, Год журнала: 2024, Номер unknown
Опубликована: Авг. 20, 2024
The utilization of biochar-catalyzed peroxymonosulfate in advanced oxidation processes (BC-PMS AOPs) is widely acknowledged as an effective and economical method for mitigating emerging contaminants (ECs). Especially, state-of-the-art machine learning (ML) technology has been employed to accurately predict the reaction rate constants EC degradation BC-PMS AOPs, primarily focusing on three aspects: performance prediction, operating condition optimization, mechanism interpretation. However, its real application specific optimization targeting different ECs seldom considered, hindering realization contaminant-oriented AOPs. Herein, we propose a hierarchical ML pipeline achieve end-to-end (E2E) pattern addressing this issue. First, overall XGB model, trained with comprehensive data set, can perform well predicting additionally providing basis further analysis various ECs. Then, submodels clusters offer strategies selection optimum option AOPs HOMO-LUMO gaps, thus forming E2E This study not only increases our understanding but also successfully bridges gap between model development environmental application.
Язык: Английский
Процитировано
14Nano Research, Год журнала: 2024, Номер 17(11), С. 9300 - 9325
Опубликована: Авг. 5, 2024
Язык: Английский
Процитировано
10Water Research, Год журнала: 2024, Номер 272, С. 122960 - 122960
Опубликована: Дек. 11, 2024
Язык: Английский
Процитировано
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