Comprehensive review on machine learning methodologies for modeling dye removal processes in wastewater

SK Bhagat, KE Pilario, OE Babalola, T Tiyasha… - Journal of Cleaner …, 2023 - Elsevier
A wide range of dyes are being disposed in water bodies from several industrial runoff and
the quantity is rapidly increasing over the years. From an environmental safety point of view …

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 …

Experimental design, RSM and ANN modeling of tetracycline photocatalytic degradation using LDH@ CN

O Hosseini, V Zare-Shahabadi, M Ghaedi… - Journal of …, 2022 - Elsevier
The nano-photocatalyst of Cu-Al-Layered Double Hydroxide@ Graphitic Carbon Nitride
(LDH@ CN NPC) was synthesized via a fast and cheap method, characterized, and applied …

Bio-inspired, high, and fast adsorption of tetracycline from aqueous media using Fe3O4-g-CN@ PEI-β-CD nanocomposite: Modeling by response surface …

M Foroughi, MHA Azqhandi, S Kakhki - Journal of hazardous materials, 2020 - Elsevier
Because antibiotic-containing wastewaters are able to contaminate all environmental
matrices (eg water bodies, soil, etc.), a special attention should be paid on developing …

Efficient photodegradation of disulfine blue dye and Tetracycline over Robust and Green g-CN/Ag3VO4/PAN nanofibers: Experimental design, RSM, RBF-NN and …

S Deylami, MH Sabzevari, M Ghaedi… - Process Safety and …, 2023 - Elsevier
Abstract The g-CN/Ag 3 VO 4/PAN nanofibers (NFs) is prominent from various
nanophotocatalysts (NPCs) due to their higher surface to volume ratio, mechanical strength …

Adsorption of the azo dyes from wastewater media by a renewable nanocomposite based on the graphene sheets and hydroxyapatite/ZnO nanoparticles

E Mossavi, MH Sabzevari, M Ghaedi… - Journal of Molecular …, 2022 - Elsevier
The present work aimed to compare the predictive power of response surface methodology
(RSM), general regression neural network (GRNN), and artificial neural network (ANN) in …

[HTML][HTML] Evaluation of least square support vector machine, generalized regression neural network and response surface methodology in modeling the removal of …

Z Gholami, MHA Azqhandi, MH Sabzevari… - Alexandria Engineering …, 2023 - Elsevier
This study focused on the preparation, characterization of a supported dicationic ionic liquid
nanocomposite (IL@ GO@ IL NC) and employing of it in the adsorption of Levofloxacin …

Synthesis, characterization, and application of graphene oxide/layered double hydroxide/poly acrylic acid nanocomposite (LDH-rGO-PAA NC) for tetracycline removal …

MH Omidi, MHA Azqhandi, B Ghalami-Choobar - Chemosphere, 2022 - Elsevier
Tetracycline (TC), as the second produced and used antibiotic worldwide, is difficult to be
entirely metabolized not only in the body, but also in the treatment processes of water and/or …

Efficient removal of levofloxacin by a magnetic NiFe-LDH/N-MWCNTs nanocomposite: Characterization, response surface methodology, and mechanism

MHA Azqhandi, M Foroughi, Z Gholami - Environmental Research, 2022 - Elsevier
Antibiotic pollutants in water bodies, was studied to remove using an oxidized, nitrogen-
doped, and Fe 3 O 4 and NiFe-LDH decorated MWCNT (magnetic NiFe-LDH/N-MWCNTs) …

Rapid and efficient ultrasonic assisted adsorption of PNP onto LDH-GO-CNTs: ANFIS, GRNN and RSM modeling, optimization, isotherm, kinetic, and thermodynamic …

SFN Khomeyrani, MHA Azqhandi… - Journal of Molecular …, 2021 - Elsevier
In this work, the original, inexpensive, efficient and biodegradable nanocomposite
(Mg/Co/Al/LDH− GO− MWCNT) was fabricated and characterized by the analyses of SEM …