Water Research, Journal Year: 2024, Volume and Issue: 267, P. 122531 - 122531
Published: Sept. 26, 2024
Language: Английский
Water Research, Journal Year: 2024, Volume and Issue: 267, P. 122531 - 122531
Published: Sept. 26, 2024
Language: Английский
Separation and Purification Technology, Journal Year: 2024, Volume and Issue: unknown, P. 129578 - 129578
Published: Sept. 1, 2024
Language: Английский
Citations
28Water Research, Journal Year: 2024, Volume and Issue: 266, P. 122425 - 122425
Published: Sept. 10, 2024
Language: Английский
Citations
25Cell Reports Physical Science, Journal Year: 2024, Volume and Issue: 5(5), P. 101966 - 101966
Published: May 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.
Language: Английский
Citations
22Applied Catalysis B Environment and Energy, Journal Year: 2025, Volume and Issue: unknown, P. 125038 - 125038
Published: Jan. 1, 2025
Language: Английский
Citations
8Chemical Society Reviews, Journal Year: 2025, Volume and Issue: unknown
Published: Jan. 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.
Language: Английский
Citations
7Chemical Engineering Journal, Journal Year: 2024, Volume and Issue: 482, P. 149052 - 149052
Published: Jan. 26, 2024
Language: Английский
Citations
16Chemical Engineering Journal, Journal Year: 2024, Volume and Issue: 492, P. 152158 - 152158
Published: May 11, 2024
Language: Английский
Citations
14Environmental Science & Technology, Journal Year: 2024, Volume and Issue: unknown
Published: Aug. 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.
Language: Английский
Citations
14Nano Research, Journal Year: 2024, Volume and Issue: 17(11), P. 9300 - 9325
Published: Aug. 5, 2024
Language: Английский
Citations
10Water Research, Journal Year: 2024, Volume and Issue: 272, P. 122960 - 122960
Published: Dec. 11, 2024
Language: Английский
Citations
10