Introducing machine learning model to response surface methodology for biosorption of methylene blue dye using Triticum aestivum biomass

S Kumari, A Verma, P Sharma, S Agarwal… - Scientific Reports, 2023 - nature.com
A major environmental problem on a global scale is the contamination of water by dyes,
particularly from industrial effluents. Consequently, wastewater treatment from various …

Comparative analysis of the equilibrium, kinetics, and characterization of the mechanism of rapid adsorption of Congo red on nano-biosorbents based on agricultural …

H Ajab, D Nayab, A Mannan, A Waseem… - Journal of …, 2024 - Elsevier
This study aims to remove Congo red dye from industrial effluent using economical
agriculturally-based nano-biosorbents like magnetic orange peel, peanut shells, and tea …

Integrating artificial neural networks and response surface methodology for predictive modeling and mechanistic insights into the detoxification of hazardous MB and …

S Kumari, J Chowdhry, P Sharma, S Agarwal, MC Garg - Chemosphere, 2023 - Elsevier
The presence of dye pollutants in industrial wastewater poses significant environmental and
health risks, necessitating effective treatment methods. The optimal adsorption treatment of …

Machine learning and modelling approach for removing methylene blue from aqueous solutions: Optimization, kinetics and thermodynamics studies

S Kumari, S Singh, SL Lo, P Sharma, S Agarwal… - Journal of the Taiwan …, 2025 - Elsevier
Background The present study employs the Juglans Regia, a natural adsorbent, to
investigate its efficiency in methylene blue (MB) removal from aqueous solutions. Advanced …

Machine learning approaches for the treatment of textile wastewater using sugarcane bagasse (Saccharum officinarum) biochar

S Kumari, J Chowdhry, A Choudhury, S Agarwal… - … Science and Pollution …, 2024 - Springer
Most dyes present in wastewater from the textile industry exhibit toxicity and are resistant to
biodegradation. Hence, the imperative arises for the environmentally significant elimination …

Development of an efficient, low-operating-pressure graphene oxide/polyethersulfone nanofiltration membrane for removing various water contaminants

NA Elessawy, J Exley, DS El-Sayed, A Toghan… - Journal of …, 2024 - Elsevier
Conventional wastewater treatment technologies tend to be high-capex, energy-intensive
solutions that lack specificity for different pollution classes, and do not lend themselves to …

Electrolytic synthesis of γ-Al2O3 nanoparticle from aluminum scrap for enhanced methylene blue adsorption: experimental and RSM modeling

EA Bekele, HA Korsa, YM Desalegn - Scientific Reports, 2024 - nature.com
The presence of methylene blue (MB) dye in wastewater has raised concern about human
health and environmental ecology due to potential carcinogenic, and mutagenic effects …

Synthesis, Characterization and Performance Evaluation of Burmese Grape (Baccaurea ramiflora) Seed Biochar for Sustainable Wastewater Treatment

H Roy, D Sarkar, MN Pervez, S Paul, Y Cai, V Naddeo… - Water, 2023 - mdpi.com
Highlights What are the main findings? FTIR analysis showed multiple surface functional
groups, eg, R-OH, OH,-C= O,-COOH, etc., on the biochar surface. FESEM confirmed the …