Chitosan-based adsorbents for remediation of toxic dyes from wastewater: A review on adsorption mechanism, reusability, machine learning based modeling and future perspectives - Nath, Jyotishka; Dewan, Mitali; Ghosh, Adrija; Ray, Suprakas Sinha; Orasugh, Jonathan Tersur; Lahiri, Basudev; Chattopadhyay, Dipankar; Adhikari, Arpita (International journal of biological macromolecules, 2025)
Keywords: Adsorption; Artificial neural networks; Chitosan - chemistry; Coloring Agents - chemistry; Coloring Agents - isolation & purification; Coloring Agents - toxicity; Kinetics; Machine Learning; Machine learning algorithm; Response surface methodology; Wastewater - chemistry; Water Pollutants, Chemical - chemistry; Water Pollutants, Chemical - isolation & purification; Water Pollutants, Chemical - toxicity; Water Purification - methods; Response surface methodology; Adsorption; Machine learning algorithm; Artificial neural networks