The state of art on the prediction of efficiency and modeling of the processes of pollutants removal based on machine learning

N Taoufik, W Boumya, M Achak, H Chennouk… - Science of the Total …, 2022 - Elsevier
During the last few years, important advances have been made in big data exploration,
complex pattern recognition and prediction of complex variables. Machine learning (ML) …

Modeling, optimization and understanding of adsorption process for pollutant removal via machine learning: Recent progress and future perspectives

W Zhang, W Huang, J Tan, D Huang, J Ma, B Wu - Chemosphere, 2023 - Elsevier
It is crucial to reduce the concentration of pollutants in water environment to below safe
levels. Some cost-effective pollutant removal technologies have been developed, among …

Sustainable biochar/MgFe2O4 adsorbent for levofloxacin removal: Adsorption performances and mechanisms

B Yao, Z Luo, S Du, J Yang, D Zhi, Y Zhou - Bioresource Technology, 2021 - Elsevier
The limitation of low efficiency and complicated separation after adsorption make the
practical application of biochar a huge challenge. Here, one pomelo peel-derived magnetic …

A review on the lignocellulosic derived biochar-based catalyst in wastewater remediation: Advanced treatment technologies and machine learning tools

VG Sharmila, VK Tyagi, S Varjani, JR Banu - Bioresource Technology, 2023 - Elsevier
Wastewater disposal in the ecosystem affects aquatic and human life, which necessitates
the removal of the contaminants. Eliminating wastewater contaminants using biochar …

A green synthesis of cellulose nanocrystals biosorbent for remediation of wastewater containing industrial dye

W Abd El-Fattah, A Guesmi, NB Hamadi… - Colloids and Surfaces A …, 2024 - Elsevier
A novel cellulose nanocrystals biosorbent (CNCs) that has been synthesized, characterized,
and used to remove indigo carmine blue (ICB) dye from wastewater. The characteristics of …

Recent progress on corn (Zea mays L.)-based materials as raw, chemically modified, carbonaceous, and composite adsorbents for aquatic pollutants: A review

MJ Ahmed, M Danish, I Anastopoulos… - Journal of Analytical and …, 2023 - Elsevier
Adsorption is a low-cost, efficient and flexible method that can be applied to decontaminate
polluted (waste) water. Among other materials, agricultural biomass/waste can be …

A study on the uptake of methylene blue by biodegradable and eco-friendly carboxylated starch grafted polyvinyl pyrrolidone

F Haq, A Farid, N Ullah, M Kiran, RU Khan, T Aziz… - Environmental …, 2022 - Elsevier
This study is based on the removal of methylene blue (MB) from aqueous solution by cost
effective and biodegradable adsorbent carboxymethyl starch grafted polyvinyl pyrolidone …

A systematic and critical review on development of machine learning based-ensemble models for prediction of adsorption process efficiency

E Abbasi, MRA Moghaddam, E Kowsari - Journal of Cleaner Production, 2022 - Elsevier
The development of machine learning-based ensemble models for the prediction of complex
processes with non-linear nature (such as adsorption) has been remarkably advanced over …

Efficient light-driven reductive amination of furfural to furfurylamine over ruthenium-cluster catalyst

Z Xue, S Wu, Y Fu, L Luo, M Li, Z Li, M Shao… - Journal of Energy …, 2023 - Elsevier
Selective reductive amination of carbonyl compounds with high activity is very essential for
the chemical and pharmaceutical industry, but scarcely successful paradigm was reported …

Indigo carmine: Between necessity and concern

ME Ristea, O Zarnescu - Journal of xenobiotics, 2023 - mdpi.com
Dyes, such as indigo carmine, have become indispensable to modern life, being widely
used in the food, textile, pharmaceutical, medicine, and cosmetic industry. Although indigo …