Machine learning for electrocatalyst and photocatalyst design and discovery

H Mai, TC Le, D Chen, DA Winkler… - Chemical …, 2022 - ACS Publications
Electrocatalysts and photocatalysts are key to a sustainable future, generating clean fuels,
reducing the impact of global warming, and providing solutions to environmental pollution …

High-performance photocatalytic membranes for water purification in relation to environmental and operational parameters

M Homocianu, P Pascariu - Journal of Environmental Management, 2022 - Elsevier
Growing technologies, increasing population and environmental pollution lead to severe
contamination of water and require advanced water treatment technologies. These aspects …

[HTML][HTML] Synergistic degradation of metronidazole and penicillin G in aqueous solutions using AgZnFe2O4@ chitosan nano-photocatalyst under UV/persulfate …

S Rajabi, Z Derakhshan, A Nasiri, M Feilizadeh… - … Technology & Innovation, 2024 - Elsevier
In recent years, the persistence of pharmaceutical contaminants like metronidazole (MNZ)
and penicillin G (PG) in water bodies has become a major environmental concern. The …

Photocatalytic-persulfate-oxidation for diclofenac removal from aqueous solutions: modeling, optimization and biotoxicity test assessment

A Smaali, M Berkani, F Merouane, Y Vasseghian… - Chemosphere, 2021 - Elsevier
Highlights•Photocatalytic degradation of DFC in presence ZnO and TiO 2 was
investigated.•Kinetic modeling was studied in the presence of the PPS.•ANN and GA were …

Tuning OER electrocatalysts toward LOM pathway through the lens of multi-descriptor feature selection by artificial intelligence-based approach

H Adamu, SI Abba, PB Anyin, Y Sani… - ACS Materials …, 2022 - ACS Publications
From the thermodynamic and kinetic viewpoints, the oxygen evolution reaction (OER) is
central to the production of hydrogen through electrocatalytic water splitting process. As a …

Optimizing Fenton-like process, homogeneous at neutral pH for ciprofloxacin degradation: comparing RSM-CCD and ANN-GA

M Salari, MR Nikoo, A Al-Mamun… - Journal of …, 2022 - Elsevier
Antibiotics are considered among the most non-biodegradable environmental contaminants
due to their genetic resistance. Considering the importance of antibiotics removal, this study …

[HTML][HTML] Simultaneous hydrodynamic cavitation and glow plasma discharge for the degradation of metronidazole in drinking water

TC Pereira, EMM Flores, AV Abramova, F Verdini… - Ultrasonics …, 2023 - Elsevier
In this study, a novel hydrodynamic cavitation unit combined with a glow plasma discharge
system (HC-GPD) was proposed for the degradation of pharmaceutical compounds in …

Removal of perfluorooctanoic acid from water using peroxydisulfate/layered double hydroxide system: optimization using response surface methodology and artificial …

H Yang, JK Kang, S Jeong, SJ Park, CG Lee - Process Safety and …, 2022 - Elsevier
As perfluorooctanoic acid (PFOA) cannot be effectively removed using existing water
treatment methods, research on PFOA removal is attracting increasing attention. In this …

Introducing a framework for modeling of drug electrochemical removal from wastewater based on data mining algorithms, scatter interpolation method, and multi …

S Farzin, FN Chianeh, MV Anaraki… - Journal of Cleaner …, 2020 - Elsevier
The contamination of waters by persistent organic pollutants, especially pharmaceutical
contaminants, is one of the concerns all over the world. To date, among the treatment …

Artificial intelligence-navigated development of high-performance electrochemical energy storage systems through feature engineering of multiple descriptor families …

H Adamu, SI Abba, PB Anyin, Y Sani, M Qamar - Energy Advances, 2023 - pubs.rsc.org
With the increased and rapid development of artificial intelligence-based algorithms coupled
with the non-stop creation of material databases, artificial intelligence (AI) has played a great …