Papers citing Machine learning integrated photocatalysis: progress and challenges
Gallium Nitride in Heterogeneous Photocatalysis: Fundamental Insights and Emerging Trends
ChemistryEurope · 2025
Hyotaik Kang, C.‐J. LI
Read original paper ↗ ·The role of artificial intelligence in optimizing photocatalytic degradation technologies of dyes in textile wastewater: Recent advances, challenges, and prospects
Journal of Water Process Engineering · 2025
Noureddine El Messaoudi, Youssef Miyah, Mohammed Chakib Benjelloun, Jordana Georgin, Dison S.P. Franco, Parminder Kaur, Vuanghao Lim, Salah Knani
Read original paper ↗ ·Recent Advances in Photocatalysis: From Laboratory to Market
Results in Chemistry · 2025
Abdul Wafi, Demas Aji, Prof. Dr. Mohammad Mansoob Khan
Read original paper ↗ ·AI‐Driven Modeling and Statistical Assessment of AgO/ZnO/g‐C 3 N 4 Photocatalysts on Wastewater Treatment: Impact of UV–Visible Light
ChemistrySelect · 2025
Büşra Yoney, Ömür Aras
Read original paper ↗ ·Prospects of AI in advancing green hydrogen production: From materials to applications
Applied Physics Reviews · 2025
Doudou Zhang, Weisheng Pan, Haijiao Lu, Zhiliang Wang, Bikesh Gupta, Amanullah Maung Than Oo, Lianzhou Wang, Karsten Reuter, Haobo Li, Yijiao Jiang, Siva Krishna Karuturi
Read original paper ↗ ·Recent advances in industrial photoreactors: A review from design to large-scale applications
Journal of Water Process Engineering · 2025
Borhan Pourtalebi, Reza Alizadeh, Seyed Majid Abdoli
Read original paper ↗ ·Predictive Modeling and Data-Driven Optimization of CdFe2O4/p-Si Heterojunction Electrical Behavior
ACS Omega · 2025
Nejmeddine Yahyaoui, M. Hjiri, Salaheddine Mansouri, Fahrettin YAKUPHANOĞLU
Read original paper ↗ ·Artificial Intelligence-Guided Supervised Learning Models for Photocatalysis in Wastewater Treatment
AI · 2025
Asma Rehman, Muhammad Adnan Iqbal, Mohammad Tauseef Haider, Adnan Majeed
Read original paper ↗ ·Silicon Photocatalytic Water-Treatment: Synthesis, Modifications, and Machine Learning Insights
Nanomaterials · 2025
Abay S. Serikkanov, Nurlan B. Bakranov, Tunyk K. Idrissova, Dina I. Bakranova, Danil Bukhvalov
Read original paper ↗ ·Cocatalyst is matter: Cocatalyst engineering of photocatalysts on hydrogen evolution and carbon dioxide reduction
Bulletin of the Korean Chemical Society · 2025
Kodong Bang, Jong‐Yeong Jung, Yunkyoung Han, Hyunjoon Song
Read original paper ↗ ·Photo‐Assisted Lithium–Oxygen Batteries: Mechanisms, Materials, and Perspectives
Advanced Materials · 2025
Jing Li, Patrick Sanglier, Hongtao Qu, Zhonghao Miao, Y LI, Bao‐Lian Su
Read original paper ↗ ·Artificial intelligence-guided design of metal-doped polymeric carbon nitride/clay composites for increased photocatalytic hydrogen evolution
Acta Physico-Chimica Sinica · 2026
Wenan Cai, Yulin Xu, Huiwei Ding, Hajime Miki, Youhei Kawamura, Keiko Sasaki
Read original paper ↗ ·Beyond Hardness: Identifying the Controlling Microstructural Descriptors of Wear in High-Entropy Alloys and High-Entropy Coatings Using Explainable Machine Learning
SSRN Electronic Journal · 2026
arif baloch
Read original paper ↗ ·Key components for realistic application of plastic photoreforming coupled with H2 evolution
CHINESE JOURNAL OF CATALYSIS (CHINESE VERSION) · 2026
Jinpeng Zhang, Teng Liang, Jaenudin Ridwan, Chen Tian, Elhussein M. Hashem, Meijun Guo, Amin Talebian‐Kiakalaieh, Le Yu, Ping She, Jingrun Ran
Read original paper ↗ ·Multiscale Engineering of Graphitic Carbon Nitride for Photocatalytic Carbon Dioxide Reduction: From Atomic Structure to Smart Systems
Coordination Chemistry Reviews · 2026
Meijia Wang, Na Zhang, Xianyun Ma, Jiale Zhang, Yihe Zhang
Read original paper ↗ ·Paradox in Visible‐Light: O 2 •‒ Generation by CsPbBr 3 Perovskite Nanocrystals
Small · 2026
Pravat Nayek, Lipika Bardhan, Prasenjit Mal
Read original paper ↗ ·Current state of the art and future perspectives for photocatalytic CO2 reduction
Journal of Energy Chemistry · 2026
Pınar Özdemir, Ramazan Yıldırım
Read original paper ↗ ·Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO 2 Conversion
Advanced Intelligent Discovery · 2026
Paul Rossener Regonia, Christian Mark Pelicano
Read original paper ↗ ·Influence of synthesis parameters on BiOBr: Taguchi-assisted defect and morphology control for enhanced photocatalytic activity
Ceramics International · 2026
Raúl Olivera-Flores, Susana Citlaly Gaucin Gutiérrez, Claramaría Rodríguez González, Goldie Oza, Srinivas Godavarthi
Read original paper ↗ ·From green routes to digital design: Two-dimensional photocatalysts at the interface of machine learning and environmental applications
Journal of environmental chemical engineering · 2026
Rupak Kumar Patnaik, Sujit Sen
Read original paper ↗ ·Multifunctional SnS/SnS2/ZSM-5 nanocomposite for efficient photodegradation: Coupled with experimentally validated machine learning predictive modeling
Surfaces and Interfaces · 2026
Megha Parmar, Varya Joshi, Mahuya Bandyopadhyay, Rama Gaur, Mohammed E. Ali Mohsin, Suleiman Mousa, Syed Shahabuddin
Read original paper ↗ ·Decoding the atomic architecture of photocatalytic active sites: From precise identification to rational design principles
CHINESE JOURNAL OF CATALYSIS (CHINESE VERSION) · 2026
Sixian Li, Sixian Li, Youyu Duan, Xinyuan Liang, Yuhan Li, Dieqing Zhang
Read original paper ↗ ·Photocatalytic CO2 reduction using metal-organic frameworks: Recent advances, challenges and machine learning based future perspectives
Journal of Environmental Management · 2026
Sonam Goyal, Jiten Yadav, Maizatul Shima Shaharun, Monika Gupta, Pradeep Kumar, Surjeet Chahal, Lakshita Phor, Jaideep Malik
Read original paper ↗ ·Solar Generated Hydrogen: 2D Heterostructures for Photocatalysts
ACS Applied Nano Materials · 2026
Saba Shoaib, Faiza Arshad, Zhiyi Sun, Zilong Wu, Zebiao Li, Xinxin Lu, Wei Guo, Zhuo Chen
Read original paper ↗ ·Photoelectrochemical oxidation for biomass valorization: Upgrading biorefinery-derived feedstocks into value-added chemicals
Bioresource Technology · 2026
Jiahao Tang, Jiahao Tang, Shuang Gao, Qi Dang, Liang Tang
Read original paper ↗ ·TiO2 Photocatalysis for Sustainable Treatment of Oil Produced Water: A Computational Approach
Water Conservation Science and Engineering · 2026
Nayeemuddin Mohammed, Faizan Ahmed, Feroz Shaik, Hiren Mewada
Read original paper ↗ ·Reactivity of Gas‐Phase Metal Clusters: Unlocking Mechanisms of Activation and Conversion of Small Molecules
Advanced Materials · 2026
Yu‐Ting Xiao, Yan‐Xia Zhao, Sheng‐Gui He
Read original paper ↗ ·From Structure to Solar Reactivity: Unraveling the Photocatalytic Ammonia Production on Perovskite Platforms
ACS Catalysis · 2026
Akshay Thakur, Kajal Chauhan, Mahender Singh, Bhagyashree Priyadarshini Mishra, Venkata Krishnan, Ashish Kumar
Read original paper ↗ ·Interfacial Hydrophilicity Engineering in Photocatalysts: From Surface Reconstruction to Functional Applications
ACS Catalysis · 2026
Youyu Duan, Tao Yan, Xinxin Zhang, Yuhan Li
Read original paper ↗ ·Potential applications of artificial intelligence in photocatalysis performance enhancement: a review
Journal of Photochemistry and Photobiology A Chemistry · 2026
Adnan Qahtan Ibrahim, Mirza Abdullah Rehan, Babar Hayat, Roosmayri Lovina Hermaputi
Read original paper ↗ ·Mechanistic Control of C─H Bond Activation and C─C Coupling in Light‐Driven Methane Conversion to C 2 + Products over Multifunctional Photocatalysts
Advanced Functional Materials · 2026
Di Hu, Yuheng Jiang, Vitaly V. Ordomsky, Bastian Timo Mei, Zhiyong Tang, Andreï Y. Khodakov
Read original paper ↗ ·Recent Advances, Emerging Trends, and Technology Readiness Level of ZrO 2 ‐Based Nanomaterials for the Photocatalytic Degradation of Pharmaceutical Pollutants
Advanced Engineering Materials · 2026
Stephen Sunday Emmanuel, Ademidun Adeola Adesibikan, Ebenezer Temiloluwa Abimbola, Shepherd M. Tichapondwa
Read original paper ↗ ·Machine Learning Meets Photocatalytic Water Splitting for Sustainable Hydrogen Production
ChemPhotoChem · 2026
Heesung Yoon, Jin Hyuk Cho, Wee‐Jun Ong, Soo Young Kim
Read original paper ↗ ·Dual‐Site Photocatalysts for Selective CO 2 to C 2 + Conversion: Pathway Regulation and Machine Learning Guided Design
Small · 2026
Yicheng Li, Yingying Yang, Yue Lei, Hexiang Zhao, Tianhao Li, Yingnan Duan, Zhurui Shen
Read original paper ↗ ·Spiramycin (SPR) antibiotics degradation with WO3 photocatalyst and ML XGBoost model for process parameters screening
PLoS ONE · 2026
Hayat Khan
Read original paper ↗ ·Machine learning-derived decatungstate photocatalytic CH functionalization: from machine learning to predictive modeling
Coordination Chemistry Reviews · 2026
Yanjie Lv, Xinyu Zhao, Zhong‐Min Su, Wenxi Zhang, Xiao Li, Zhong‐Min Su
Read original paper ↗ ·Data- and AI-Driven Catalysis Science: From Descriptors to Digital Catalysis for Next-Generation Catalysts
Green Energy & Environment · 2026
Linlin Sun, Xiaoshuo Liu, Ding Qianghua, Linda Zhang, Di Zhang, Piao Ma, Zhaoxin Wan, Jiayu Peng, Wenqiang Yang, Ang Cao, Weijie Yang, Hui Li
Read original paper ↗ ·Rational construction of interfacial photocatalysts toward outstanding performance in energy and evironmental applications
iScience · 2026
Chengjie Chen, Qian Wang, Hongbo Cui, Guijian Guan, Ming‐Yong Han
Read original paper ↗ ·Advances in visible light photocatalysis for harmful algal bloom mitigation from mechanistic understanding to sustainable application
Discover Chemistry. · 2026
Khayali Das, Nishant Kumar, Emmanuel Yakubu, Gaurav Sharma, Roshan Kumar Sharma, Sugandha Aachhera
Read original paper ↗ ·Design roadmap, multi-physics modelling, and scale-up of slurry photocatalytic membrane reactors for water treatment
Journal of environmental chemical engineering · 2026
Maxwell Katambwa Mwelwa, Charmaine Sesethu Tshangana, Ilunga Alain Kamika, Alex Tawanda Kuvarega, Adolph Anga Muleja
Read original paper ↗ ·Machine Learning/Artificial Intelligence-Driven Optimization of Photocatalytic Systems for Water Depollution and Antibacterial Applications
Journal of Hazardous Materials Advances · 2026
Charitha Jayaruk Thambiliyagodage, Hansani Weeratunge, Madara Jayanetti, Harinda Fernando, Supuni Wijayawardana
Read original paper ↗ ·Advances in Bi-MOF-based heterostructures for CO2 photoconversion: Mechanistic insights, charge dynamics, and structure-function correlations
Journal of Energy Chemistry · 2026
Anchal Panwar, Naveen Thakur, Vatika Soni, Akshay Chawla, Pankaj Raizada, Pardeep Singh, Pankaj Thakur, Chaudhery Mustansar Hussain, Aftab Aslam Parwaz Khan, Sonu Sonu
Read original paper ↗ ·A descriptor-oriented reporting framework for lanthanide-doped upconversion nanoparticle–semiconductor heterostructures in NIR-activated photocatalysis: Photophysics, interfaces, and ML-ready data
Materials Science in Semiconductor Processing · 2026
Shoaib Siddique, Muhammad Hilal, Tehreem Tariq, Surabhi Kamal, Sami Ullah, Bo‐Tau Liu
Read original paper ↗ ·