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 …

Navigating the molecular landscape of environmental science and heavy metal removal: A simulation-based approach

I Salahshoori, MAL Nobre, A Yazdanbakhsh… - Journal of Molecular …, 2024 - Elsevier
Heavy metals pose a significant threat to ecosystems and human health because of their
toxic properties and their ability to bioaccumulate in living organisms. Traditional removal …

Machine learning-assisted screening of metal-organic frameworks (MOFs) for the removal of heavy metals in aqueous solution

L Yuan, M Xu, Y Zhang, Z Gao, L Zhang… - Separation and …, 2024 - Elsevier
Develo** heavy metal adsorbents with high efficiency is imperative for advanced
wastewater treatment. So far, the design of adsorbents has primarily relied on the …

[KİTAP][B] Biochar and application of machine learning: a review

K Ukoba, TC Jen - 2022 - intechopen.com
This study discusses biochar and machine learning application. Concept of biochar,
machine learning and different machine learning algorithms used for predicting adsorption …

Review of adsorption studies for contaminant removal from wastewater using molecular simulation

NE Hira, SSM Lock, NF Shoparwe, ISM Lock, LG Lim… - Sustainability, 2023 - mdpi.com
In recent years, simulation studies have emerged as valuable tools for understanding
processes. In particular, molecular dynamic simulations hold great significance when it …

Towards estimation and mechanism of CO2 adsorption on zeolite adsorbents using molecular simulations and machine learning

FO Okello, TT Fidelis, J Agumba, T Manda… - Materials Today …, 2023 - Elsevier
The earth's average temperature is being elevated owing to burning of fossil fuels, explicitly
releasing enormous amounts of CO 2 into the atmosphere. Therefore, effective collection …

Alkali-modified halloysite for enhanced cadmium/lead vapor capture: Focus on silicic surface via experimental and computational investigations

T He, B ** - Chemical Engineering Journal, 2023 - Elsevier
We attempted to activate the Si surface of Halloysite (Hal) to enhance its adsorption capacity
for heavy metal (HM, CdCl 2/PbCl 2) vapors through thermal-alkali modification. A …

[HTML][HTML] Based on machine learning model for prediction of CO2 adsorption of synthetic zeolite in two-step solid waste treatment

H Wu, XJ Wang, X Wang, W Su - Arabian Journal of Chemistry, 2024 - Elsevier
The rising environmental issues caused by carbon dioxide emissions and accumulation of
industrial solid waste accelerate the development of carbon capture utilization and storage …

Separation of CH4/N2 gas mixture using MFI zeolite nanosheet: Insights from molecular dynamics simulation

B Azizi, E Vessally, S Ahmadi, AG Ebadi… - Colloids and Surfaces A …, 2022 - Elsevier
The performance of the MFI zeolite membrane for the separation of the CH 4/N 2 gas
mixtures was investigated in this research. The studied systems comprised MFI zeolite …

Application of South African heulandite (HEU) zeolite for the adsorption and removal of Pb2+ and Cd2+ ions from aqueous water solution: Experimental and …

FS Wanyonyi, F Orata, GK Mutua, MO Odey, S Zamisa… - Heliyon, 2024 - cell.com
Abstract The capacity of South African Heulandite (HEU) zeolite to remove Pb 2+ and Cd 2+
ions from aqueous solution was investigated using batch experiments and molecular …