Papers citing Machine learning integrated photocatalysis: progress and challenges
A comprehensive machine learning strategy for designing high-performance photoanode catalysts
Journal of Materials Chemistry A · 2023
Mei‐Rong Huang, Sutong Wang, Hongwei Zhu
Read original paper ↗ ·Strategies to improve the photocatalytic performance of covalent triazine frameworks
Journal of Materials Chemistry A · 2023
Yubing Liu, Hao Wu, Qian Wang
Read original paper ↗ ·Light-driven simultaneous water purification and green energy production by photocatalytic fuel cell: A comprehensive review on current status, challenges, and perspectives
Chemical Engineering Journal · 2023
Jiahua Ni, Yanjun Wen, Donglai Pan, Jing Yang Bai, Baoxue Zhou, Shuaifei Zhao, Zhuan Wang, Yanbiao Liu, Qingyi Zeng
Read original paper ↗ ·Recent advances in structural modification on graphitic carbon nitride (g-C 3N 4)-based photocatalysts for high-efficiency photocatalytic H 2O 2production
Nano Research Energy · 2023
Feng Ming Yap, Grayson Zhi Sheng Ling, Brenden Jing Su, Jian Yiing Loh, Wee‐Jun Ong
Read original paper ↗ ·LnVO4 (Ln=La, Ce, Pr, Nd, etc.)-based photocatalysts: Synthesis, design, and applications
Journal of Material Science and Technology · 2023
Liquan Jing, Yuanguo Xu, Meng Xie, Chongchong Wu, Heng Zhao, Jiu Wang, Hui Wang, Yubo Yan, Na Zhong, Huaming Li, Ian Donald Gates, Jinguang Hu
Read original paper ↗ ·MatGPT: A Vane of Materials Informatics from Past, Present, to Future
Advanced Materials · 2023
Zhilong Wang, An Chen, Kehao Tao, Yanqiang Han, Jinjin Li
Read original paper ↗ ·Superior Prediction of Graphene Nanoflake Properties withUnbiased Graph Embedding
ChemRxiv · 2023
Nathan Hu, Amanda J. Parker
Read original paper ↗ ·Machine learning analysis to interpret the effect of the photocatalytic reaction rate constant (k) of semiconductor-based photocatalysts on dye removal
Journal of Hazardous Materials · 2023
Chang‐Min Kim, Zeeshan Haider Jaffari, Ather Abbas, Mir Ferdous Chowdhury, Kyung Hwa Cho
Read original paper ↗ ·Advances in the optical and electronic properties and applications of bismuth-based semiconductor materials
Journal of Materials Chemistry C · 2023
Peng Xia, Yuanjun Song, Yuze Liu, Mei-Xuan Long, Cheng Xi Yang, Xiao‐Yang Zhang, Tong Zhang
Read original paper ↗ ·Advances in perovskite-based photovoltaics and photocatalysis: a journey fueled by ChemComm
Chemical Communications · 2024
Haoxin Mai, Rachel A. Caruso
Read original paper ↗ ·Based on T.E.S.T toxicity prediction and machine learning to forecast toxicity dynamics in the photocatalytic degradation of tetracycline
Physical Chemistry Chemical Physics · 2024
Kaihang Liu, Wenhui Ni, Qiaoyu Zhang, Xu Huang, Tao Luo, Jian Huang, Hua Zhang, Yongcai Zhang, Fumin Peng
Read original paper ↗ ·Two-dimensional carbon/boron nitrides: modification, machine learning and beyond
Journal of Materials Chemistry A · 2024
Qi Wu, YangRui Lin, Yangwenting Ou, Changhua Wang, He Ma, Rui Wang, Yuanyuan Li, Xintong Zhang
Read original paper ↗ ·Recent Advances in Diverse MXenes‐Based Structures for Photocatalytic CO 2 Reduction into Renewable Hydrocarbon Fuels
Advanced Functional Materials · 2024
Qijun Tang, Tianhao Li, Wenguang Tu, Haiqiang Wang, Yong Lian Zhou, Zhigang Zou
Read original paper ↗ ·Combination of ensemble machine learning models in photocatalytic studies using nano TiO2 - Lignin based biochar
Chemosphere · 2024
K C Abhayasimha, Chinta Sankar Rao, Vaishakh Nair
Read original paper ↗ ·Recent progress in photocatalytic NAD(P)H regeneration for photocatalytic-enzymatic-coupling system
Frontiers of Chemical Science and Engineering · 2024
Wei Lan, Maodi Wang, Huicong Dai, Qihua Yang
Read original paper ↗ ·Mechanochemical synthesis of novel Z-scheme ZnIn2S4/Zn–Al layered double hydroxides heterojunction with performed photodegradation of SIPX xanthate from aqueous solution
Materials Science in Semiconductor Processing · 2024
Mingfei Sun, Yongwei Mao, Yu Na, Yumo Liu, Zhao Li, Min Chen, Pengcheng Li, Shujuan Dai, Zhao Tonglin
Read original paper ↗ ·Size dependent photogeneration charge carrier density of hollow ZnIn2S4 microspheres for enhanced photocatalytic activity
Chemical Engineering Journal · 2024
Pengfei Zhang, Jie Zhao, Chenyu Lu, Liang Huang, Liang Huang, Jianfeng Lin, Zhaoyong Lin, Donglei Bu, Shaoming Huang
Read original paper ↗ ·Unveiling the photoelectric and photocatalytic promise of two-dimensional lead-free perovskite/InX (X=Se, Te) van der Waals heterostructures
Surfaces and Interfaces · 2024
Jiansen Wen, Maojie Xie, Baisheng Sa, Naihua Miao, Cuilian Wen, Bo Wu, Jian Xin Zhou, Zhimei Sun
Read original paper ↗ ·Electrophotocatalysis Versus Indirect Electrolysis: Electrochemical Selenocyclization of 3‐Aza‐1,5‐dienes Facilitated by Energy Transfer, Direct Photolysis or N‐Hydroxyphthalimide
Chemistry - A European Journal · 2024
Dongyin Wang, Li Zeng, Jifu Shi, Shulin Gao, Lou Shi, Lou Shi, Shaoguang Sun, Shaoguang Sun, Deqiang Liang
Read original paper ↗ ·Photoactive materials
Elsevier eBooks · 2024
Canan Acar, İbrahim Dinçer
Read original paper ↗ ·Engineering of Graphitic Carbon Nitride (g‐C 3 N 4 ) Based Photocatalysts for Atmospheric Protection: Modification Strategies, Recent Progress, and Application Challenges
Small · 2024
Tao Zhong, Wenbin Huang, Zhangnan Yao, Xianhu Long, Wei Qu, Huinan Zhao, Shuanghong Tian, Dong Shu, Chun He
Read original paper ↗ ·Convert Polymer Self‐Assembly Nanostructures into Target Functional Materials: An Art of Embattling Molecules
Advanced Functional Materials · 2024
Zhi Gao Zhao, Xiaotong Zheng, Yurong Li, Xuan Yao, Haibin Wang, Xiaoyan Song
Read original paper ↗ ·Defect engineering in two-dimensional materials for photocatalysis: A mini-review of first-principles design
Frontiers in Energy · 2024
Yiqing Chen, Xiao-Yan Li, Pengfei Ou
Read original paper ↗ ·Integrating experimental and machine learning approaches for predictive analysis of photocatalytic hydrogen evolution using Cu/g-C3N4
Renewable Energy · 2024
Bahriyenur Arabacı, Rezan Bakır, Ceren Orak, Aslı Yüksel
Read original paper ↗ ·Recent Advancements in Applying Machine Learning in Power-to-X Processes: A Literature Review
Sustainability · 2024
S. Mohammad Shojaei, Reihaneh Aghamolaei, Mohammad Reza Ghaani
Read original paper ↗ ·Machine learning-enhanced photocatalysis for environmental sustainability: Integration and applications
Materials Science and Engineering R Reports · 2024
Augustine Jaison, Anandhu Mohan, Young‐Chul Lee
Read original paper ↗ ·An in-depth study by machine learning models of the absorbance properties of stable Ta2O5 nanotubes decorated by PbS nanoparticles for photocatalytic applications
Materials Research Bulletin · 2024
Ines Khemissi, Radhouane Laajimi, Kawther Ben Mabrouk, Anouar Hajjaji, Mehdi Rahmani
Read original paper ↗ ·Machine learning for a sustainable energy future
Chemical Communications · 2024
Burcu Oral, Ahmet Çoşgun, Aysegul Kilic, Damla Eroğlu, Mehmet Erdem Günay, Ramazan Yıldırım
Read original paper ↗ ·Machine Learning-Assisted Screening of Hexagonal 2D van der Waals Bilayers for Photocatalysis
The Journal of Physical Chemistry C · 2024
Arooba Kanwal, Abdul Jalil, Syed Raza Ali Raza
Read original paper ↗ ·Transformative strategies in photocatalyst design: merging computational methods and deep learning
Journal of Materials Informatics · 2024
Jianqiao Liu, Liqian Liang, Boru Su, Di Wu, Yuequ Zhang, Jianzhao Wu, Ce Fu
Read original paper ↗ ·Feature-Driven Ensemble Machine Learning Prediction of Photocatalytic Discoloration of Dyes
SSRN Electronic Journal · 2025
Shubham Makwana, Leena V. Bora, Nisha V. Bora
Read original paper ↗ ·Heterojunction photocatalysts: where are they headed?
RSC Applied Interfaces · 2025
Hanggara Sudrajat, Maya Nobatova
Read original paper ↗ ·Machine learning approach for surface morphology of nanoparticles: Image analysis and data mining techniques
AIP conference proceedings · 2025
Sorabh Lakhanpal, Abhishek Joshi, Kshama Sharma, Mohammed Ahmed Mohiuddin, Voruganti Sreevani
Read original paper ↗ ·Machine Learning-Guided Optimization of Photocatalytic Algal Inactivation and dissolved inorganic Phosphorus Release by AgCl/g-C3N4/Cu-MOF photocatalyst
SSRN Electronic Journal · 2025
Wenjing Bian, Liangqi Chen, Xinyan Deng, Zhen Hua Yan, Jian Huang, Hua Zhang, Yong Zhang, Jinhua Wang, Shanshan Xi, Tao Luo
Read original paper ↗ ·Metal–organic frameworks for photocatalytic CO 2 conversion: bridging fundamental insights to practical solutions
Journal of Materials Chemistry A · 2025
Venkadeshkumar Ramar, P. Sivakumar, Prabhu Sengodan, Shihua Huang
Read original paper ↗ ·Selective heterogeneous photocatalytic activation for toluene oxidation: recent advances, challenges and perspective
Chemical Synthesis · 2025
Shiqin Gao, Lisu Bai, Tao Gan, Bolun Wang
Read original paper ↗ ·Progress in prediction of photocatalytic CO2 reduction using machine learning approach: A mini review
Next Materials · 2025
Mir Mohammad Ali, Md. Arif Hossen, Azrina Abd Aziz
Read original paper ↗ ·Predictive Modeling of Photocatalytic Hydrogen Production: Integrating Experimental Insights with Machine Learning on Fe/g-C3N4 Catalysts
Industrial & Engineering Chemistry Research · 2025
Bahriyenur Arabacı, Rezan Bakır, Ceren Orak, Aslı Yüksel
Read original paper ↗ ·Applications of machine learning in surfaces and interfaces
Chemical Physics Reviews · 2025
Shaofeng Xu, Jing‐Yuan Wu, Ying Guo, Qing Zhang, Xiaoxia Zhong, Jinjin Li, Wei Li Ren
Read original paper ↗ ·Photothermal-driven enhancing photocatalysis and photoelectrocatalysis: Advances and perspectives
Journal of Energy Chemistry · 2025
Wenfeng Li, Guocheng Lv, Meng Liu, Fanyue Zhao, Pengfei Shuai, Yanmei Feng, Daimei Chen, Libing Liao
Read original paper ↗ ·Research progress of machine learning in the field of photocatalysis applications
Journal of Industrial and Engineering Chemistry · 2025
Kun Li, Haoyuan Du, Lei Liu, Hang Yang, Junfei Fang, Dong Li
Read original paper ↗ ·Predicting photodegradation rate constants of water pollutants on TiO2 using graph neural network and combined experimental-graph features
Scientific Reports · 2025
Mahia V. Solout, Jahan Bakhsh Ghasemi
Read original paper ↗ ·Adsorption and Photo(electro)catalysis for Micropollutant Degradation at the Outlet of Wastewater Treatment Plants: Bibliometric Analysis and Challenges to Implementation
Processes · 2025
Yunzhi Li, Julien G. Mahy, Stéphanie Lambert
Read original paper ↗ ·Carbon nitride based photocatalysts for CO2 photoreduction: Recent advances and future perspectives
Journal of Industrial and Engineering Chemistry · 2025
Jiong-ran Lv, Rui‐tang Guo, Hao‐wen Zhu, Mingyang Liu, Wei-guo Pan
Read original paper ↗ ·Recent advances in photocatalytic removal of antibiotic-based CECs: Materials, mechanism and applications
Separation and Purification Technology · 2025
Xuli Li, Haoran Li, Junyang Li, Shuxin Liu, Ruofei Zhao, Qing Wang, Xun Cao
Read original paper ↗ ·Advancing Transition Metal Oxide Photoelectrodes for Efficient Solar‐Driven Hydrogen Generation: Strategies and Insights
Advanced Energy Materials · 2025
Abdul Ahad Mamun, Abir Hasan Chowdhury, Asif Billah, Jawadul Karim, Auronno Ovid Hussain, Faysal Rahman, Muhammad Anisuzzaman Talukder
Read original paper ↗ ·Machine learning in photocatalysis: accelerating design, understanding, and environmental applications
Science China Chemistry · 2025
Siqing Tunala, Shaochong Zhai, Fuxiang Wu, Yi‐Hung Chen
Read original paper ↗ ·A machine learning based strategy towards enhanced photocatalytic reduction of CO2 to fuels via g-C3N4/TiO2: A comprehensive exploration of optimum parameters
Computational and Theoretical Chemistry · 2025
Yash Kumar, Rishika Nair, J.R. Prashitha, G. Velvizhi
Read original paper ↗ ·Ultrafast Charge Transfer and Delayed Recombination in a Type-II Ni3TeO6/MoSi2N4 Heterostructure: A Time-Domain Ab Initio Study
ACS Applied Energy Materials · 2025
Arooba Kanwal, Yixue Duan, Zhen‐Chao Dong, Zirui Jiang, Hao Fan, Abdul Jalil, Syed Raza Ali Raza, Mahalingam Ravi Varma
Read original paper ↗ ·CsPbBr 3 Perovskite‐Based Heterostructures in Photocatalysis: Mechanisms, Stability, and Multifunctional Performance
Advanced Science · 2025
Kuanxin Lv, Zhenzhen Li, Xing Huang, Zetong Cheng, Zhongren Wang, Hang Zhao
Read original paper ↗ ·