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RESEARCH PAPER · Computational and Theoretical Chemistry · 2024

Machine learning predictive model to estimate the photo-degradation performance of stannates and hydroxystannates photocatalysts on a variety of waterborne contaminants

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Machine learning predictive model to estimate the photo-degradation performance of stannates and hydroxystannates photocatalysts on a variety of waterborne contaminantsOriginalEfficient electrochemical oxidation of ofloxacin by IrO2 -RuO2-TiO2 /Ti anode: Parameters optimization, kinetics and degradation pathways14The pivotal and transformative role of artificial intelligence in advanced multidimensional modeling and optimization of complex cefixime separation processes using 3-hydroxyphenol-formaldehyde nanostructures: A multi-layered analytical approach8Photocatalyst deactivation in gaseous VOCs photooxidation: Mechanisms, stability enhancement, and regeneration strategies17Silicon Photocatalytic Water-Treatment: Synthesis, Modifications, and Machine Learning Insights8Enhancing sonophotocatalytic degradation of levofloxacin via plasmonic 3D/2D heterostructures, antimicrobial activity and boosting machine learning modelling1LSTM-based Detection and Management of Emerging Waterborne Contaminants in IoT System0Advancing Identification of Transformation Products and Predicting Their Environmental Fate: The Current State of Machine Learning and Artificial Intelligence in Antibiotic Photolysis6Natural Nanomaterials: Photocatalysts and Adsorbents0Machine Learning-Guided Prediction of the Removal Efficiency of Pharmaceuticals and Personal Care Products by Photocatalytic Membranes0Recent advances in designing UiO-66-based photocatalysts for CO2 reduction and related photocatalytic applications: Structural tuning and emerging role of machine learning10Mechanistic insights control parameters and design strategies for preferential photodegradation in heterogeneous photocatalysis0Machine Learning-Enabled Photocatalytic Wastewater Treatment: Recent Advances in Catalyst Design, Performance Prediction, and Process Optimization0Engineering photostable photocatalysts: mitigation strategies, protective architectures, and sustainable applications0Photovoltaics driven, IoT-monitored UV-LED packed-bed photocatalytic reactor with an immobilized TiO2/GO sponge for pharmaceuticals (amoxicillin and metronidazole) degradation in real wastewater matrices0

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  1. Efficient electrochemical oxidation of ofloxacin by IrO2 -RuO2-TiO2 /Ti anode: Parameters optimization, kinetics and degradation pathways

    Environmental Pollution · 2025-04-11

    Juxiang Chen, Yanying Jiang, Yuxia Feng, Shangye Yang, Xinrong Shang

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  2. The pivotal and transformative role of artificial intelligence in advanced multidimensional modeling and optimization of complex cefixime separation processes using 3-hydroxyphenol-formaldehyde nanostructures: A multi-layered analytical approach

    Microchemical Journal · 2025-04-29

    Hossein Azarpira, Parsa Khakzad, Mohammad Reza Alipour, Amir Sheikhmohammadi

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  3. Photocatalyst deactivation in gaseous VOCs photooxidation: Mechanisms, stability enhancement, and regeneration strategies

    Journal of environmental chemical engineering · 2025-06-16

    Asad Mahmood

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  4. Silicon Photocatalytic Water-Treatment: Synthesis, Modifications, and Machine Learning Insights

    Nanomaterials · 2025-10-03

    Abay S. Serikkanov, Nurlan B. Bakranov, Tunyk K. Idrissova, Dina I. Bakranova, Danil Bukhvalov

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  5. Enhancing sonophotocatalytic degradation of levofloxacin via plasmonic 3D/2D heterostructures, antimicrobial activity and boosting machine learning modelling

    Journal of Photochemistry and Photobiology A Chemistry · 2025-10-25

    Laleh Tavakkoli Darestani, Azadeh Ebrahimian Pirbazari, Azadeh Ebrahimian Pirbazari, Fatemeh Esmaeili Khalil Saraei, Amin Esmaeili, Ali Ebrahimian Pirbazari, Ali Ebrahimian Pirbazari, Mohammad Moradi, Erfan Nasiri Alankesh

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  6. LSTM-based Detection and Management of Emerging Waterborne Contaminants in IoT System

    Unknown journal · 2025-11-03

    S. Rajes Kannan, L. Mohana Sundari, Venkata Shesha Giridhar Akula, A. Mythili, D. Yobu, C Srinivasan

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  7. Advancing Identification of Transformation Products and Predicting Their Environmental Fate: The Current State of Machine Learning and Artificial Intelligence in Antibiotic Photolysis

    Applied Sciences · 2025-12-26

    Sultan K. Alharbi

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  8. Natural Nanomaterials: Photocatalysts and Adsorbents

    Springer eBooks · 2026-01-01

    Roya Mohammadzadeh Kakhki

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  9. Machine Learning-Guided Prediction of the Removal Efficiency of Pharmaceuticals and Personal Care Products by Photocatalytic Membranes

    ACS ES&T Water · 2026-05-15

    Xunhao Wang, Yanli Li, Peng Chen, Yike Shen, Volodymyr V. Tarabara, Feng Gao

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  10. Recent advances in designing UiO-66-based photocatalysts for CO2 reduction and related photocatalytic applications: Structural tuning and emerging role of machine learning

    Fuel Processing Technology · 2026-05-28

    Roshanak Jalali, Seyed Reza Shabanian, Mohsen Ghorbani

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  11. Mechanistic insights control parameters and design strategies for preferential photodegradation in heterogeneous photocatalysis

    Discover Applied Sciences · 2026-07-01

    Nima Alizadeh Raef, Parisa Baghery Tirtashi, Siamak Pedrammehr

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  12. Machine Learning-Enabled Photocatalytic Wastewater Treatment: Recent Advances in Catalyst Design, Performance Prediction, and Process Optimization

    Catalysts · 2026-08-30

    Mai M. A. H. Shanab, Taoheed Abiodun Yusuf, Abdullah Mohammed Aldawsari, Amani M. Alansi, Musaad Khaled Aleid, Idris K. Popoola, Alya M. Alotaibi, Talal F. Qahtan

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  13. Engineering photostable photocatalysts: mitigation strategies, protective architectures, and sustainable applications

    Chemical Papers · 2026-09-01

    Vignesh Jagajeevan, Vidhya Lakshmi Sivakumar

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  14. Photovoltaics driven, IoT-monitored UV-LED packed-bed photocatalytic reactor with an immobilized TiO2/GO sponge for pharmaceuticals (amoxicillin and metronidazole) degradation in real wastewater matrices

    Chemical Engineering Journal · 2026-09-07

    Adam Kubiak, Giovanni Palmisano, Gianluca Li Puma

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