Application of artificial neural networks for catalysis: a review

H Li, Z Zhang, Z Liu - Catalysts, 2017 - mdpi.com
Machine learning has proven to be a powerful technique during the past decades. Artificial
neural network (ANN), as one of the most popular machine learning algorithms, has been …

Synthesis and application of pillared clay heterogeneous catalysts for wastewater treatment: a review

J Baloyi, T Ntho, J Moma - RSC advances, 2018 - pubs.rsc.org
The use of pillared interlayered clays (PILCs) as heterogenous catalysts in wastewater
treatment technologies, particularly advanced oxidation processes (AOPs), is gaining …

A back propagation neural network model for accurately predicting the removal efficiency of ammonia nitrogen in wastewater treatment plants using different biological …

SZ Zhang, S Chen, H Jiang - Water Research, 2022 - Elsevier
Accurately predicting the water quality of treated water from a water treatment plant (WWTP)
based on the obtained operating database is of great significance. However, it is difficult for …

Experimental and molecular dynamics simulation study on the adsorption of Rhodamine B dye on magnetic montmorillonite composite γ-Fe2O3@ Mt

H Ouachtak, R El Haouti, A El Guerdaoui… - Journal of Molecular …, 2020 - Elsevier
In the present work, we synthesized successfully novel magnetic montmorillonite composite
γ-Fe 2 O 3@ Mt by a facile co-precipitation method of Fe 2+ and Fe 3+ in alkaline solution in …

Degradation of amoxicillin with sono, photo, and sonophotocatalytic oxidation under low-frequency ultrasound and visible light

AV Karim, A Shriwastav - Environmental Research, 2021 - Elsevier
The presence of pharmaceutically active compounds in aquatic bodies is a global concern,
and suitable treatment technologies are required. In this study, the efficacy of photocatalytic …

Fe3+-sulfite complexation enhanced persulfate Fenton-like process for antibiotic degradation based on response surface optimization

D Yuan, C Zhang, S Tang, M Sun, Y Zhang… - Science of the Total …, 2020 - Elsevier
To improve the cycle between Fe 3+ and Fe 2+ in persulfate (PS) Fenton-like system, sulfite
(Na 2 SO 3) was used as the iron complexing agent to enhance the degradation of …

Enhanced removal of sulfamethoxazole in soil by ball-milled Fe0-FeS@ BC activated persulfate process

R Liu, J Yang - Journal of Environmental Chemical Engineering, 2023 - Elsevier
A heterogeneous combination of different materials is a viable way to prompt persulfate (PS)
activation in the removal of organic compounds in soil. In this study, the hybrids of Fe 0, FeS …

A new tool to predict the advanced oxidation process efficiency: Using machine learning methods to predict the degradation of organic pollutants with Fe-carbon …

SZ Zhang, S Chen, H Jiang - Chemical Engineering Science, 2023 - Elsevier
Herein, machine learning approaches were employed to predict the kinetic constant of the
organic pollutant degradation process in a peroxymonosulfate environment with a typical Fe …

Data-driven soft-sensors for online monitoring of batch processes with different initial conditions

A Shokry, P Vicente, G Escudero, M Pérez-Moya… - Computers & Chemical …, 2018 - Elsevier
A soft-sensing methodology applicable to batch processes operated under changeable
initial conditions is presented. These cases appear when the raw materials specifications …

Treatment of simulated industrial pharmaceutical wastewater containing amoxicillin antibiotic via advanced oxidation processes

JF Carvalho, JEF Moraes - Environmental technology, 2021 - Taylor & Francis
The treatment of pharmaceutical industrial wastewaters, containing the antibiotic amoxicillin
(218.29 mg L− 1), via some advanced oxidation processes (POA), was studied. The H2O2 …