Papers citing Artificial Intelligence for Materials Discovery, Development, and Optimization
2D material-based sensing technology innovation roadmap for biomedical applications
2D Materials · 2026
Apostolos C. Tsolakis, Thomas Zadrozny, Aristides Bakandritsos, Marianna Rossetti, Arben Merkoçi, Vincent Bouchiat, Mavroeidis Angelakeris, Sandeep Kumar Kumar, Jean‐Jacques Toulmé, Aristotelis Folas, Felix Hempel, Chandan Singh, Alexey Tarasov, Despoina I. Batsouli, Spyros Tsiotos, Spyros N. Yannopoulos, Diana Marcano, Ioanna Deligkiozi, Daniel Izquierdo-Bote, Marı́a Begoña González-Garcı́a, Pablo Fanjul‐Bolado, Cristian Bosch
Read original paper ↗ ·Microfluidics: A Scalable Solution to Data Challenges in Chemical AI
Synlett · 2026
Rico Warias, Detlev Belder, Julia Westermayr, Tobias A. M. Gulder, Tanja Gulder
Read original paper ↗ ·A feature-guided closed-loop optimization framework via stepwise PSO for process simulation: A case study on membrane-assisted methanol synthesis
DeCarbon · 2026
Yuanming Li, Zhenyu Du, Moon-Kyung Cho, Shuai Deng, Haohao Gu, Hao Wang, Ki Bong Lee, Shuangjun Li
Read original paper ↗ ·Freestanding Functional Oxide Membranes for Wearable Electronics and Biomedical Applications
Advanced Functional Materials · 2026
Ruobo Peng, Tao Liu, Guohua Dong, Na Dong, Fei Hu, Xiaohui Zhang, Ming Liu, Tao Dong, Zhuangde Jiang
Read original paper ↗ ·Machine Learning-Guided Prediction of the Removal Efficiency of Pharmaceuticals and Personal Care Products by Photocatalytic Membranes
ACS ES&T Water · 2026
Xunhao Wang, Yanli Li, Peng Chen, Yike Shen, Volodymyr V. Tarabara, Feng Gao
Read original paper ↗ ·Artificial intelligence in 3D printing: Unlocking the potential of 2D nanomaterial–polymer composites
MRS Communications · 2026
Wonbong Choi, Md Luthfar Rahman Liman, Maryam Tajik HesarAmiri, Narendra B. Dahotre, Rigoberto C. Advíncula, Yijie Jiang
Read original paper ↗ ·Polymer informatics: Integrating data‐driven strategies, advanced machine learning, and automated synthesis for next‐generation polymer design
InfoScience. · 2026
Md Saiful Islam, Tamanna Hoque, Junied Islam Shuvo, Sheta Roy Tori, Sadit Bihongo Malitha, Md. Zahangir Alam, A K A Chowdhury
Read original paper ↗ ·A multiscale modeling roadmap for interphases in fiber-reinforced thermoplastics: linking molecular mechanisms, mesoscale morphology, and structural response
Composites Part B Engineering · 2026
Pengcheng Shi, Yingdan Zhu, Lingyu Yue, Chun Yan, Haibing Xu, Tongan Bu
Read original paper ↗ ·Stimuli-responsive quantum-engineered polymeric networks: From molecular design and scalable manufacturing to high performance cargo loading systems
iPharma · 2026
Trilochan Satapathy, Om Chandrakar, Abhisek Satapathy, Poonam Sahu, Kamlesh Sahu, Gopendra Patel, Abinash Satapathy
Read original paper ↗ ·A computational approach to discovering high-performance, lead-free perovskite solar cells using physics-informed neural networks
Materials Today Communications · 2026
Mohamed Moustafa, Abdelrahman M. Al-Atrash, Mahmoud S. Ghanem, Saad H. Elzoheery
Read original paper ↗ ·CeO2 Nanozymes as redox regulators: Reprogramming of reactive oxygen species (ROS) signaling for plant climate resilience
Plant Molecular Biology · 2026
Shareen Niyazi, Krishnamurthi Keerthana, Yamshi Arif, Zishan Ahmad, Mohammad Shahid, Venkatesan Vijayakanth
Read original paper ↗ ·Intelligent X-ray Spectroscopy through Machine Learning for Energy Materials Discovery and Characterization
Green Energy & Environment · 2026
Xue Kong, Faiza Meharban, Lei Tan, Jingsan Xu, Xiaotong Wu, Chao Lin, Shuangqiang Chen, Zheng Jiang, Xiaopeng Li, Wei Luo
Read original paper ↗ ·Multi-model framework for intelligent research and development of super-hydrophilic coatings
Science China Materials · 2026
Lie Wu, Shiyu Fu, Yutang Li, Zhanyuan Li, Bing Wang, Yiqi Li, Fan Yang, Ming Gao, Xin Wang, Wenhua Zhou, Huijuan Ma, Paul Kim-Ho Chu, X H Yu
Read original paper ↗ ·Review on composites against atomic oxygen erosion: Protection mechanism and material system
Composites Part B Engineering · 2026
Xiangyu Tang, 麻晗, Guangzhi Wang, Jiashuo Zhang, Jinglin Yin, Shuang Ben, Xiaojing Zhang, Min Yi
Read original paper ↗ ·Phase programming: microstructural design in rechargeable battery materials
Microstructures · 2026
Boya Wang, Valentina A. Bocharova, Jian Wang, Zhengwei Wang, Lin Gu
Read original paper ↗ ·Green organic synthesis in drug discovery: emerging roles of artificial intelligence and quantum chemical approaches
Discover Chemistry. · 2026
Annasaheb S. Gaikwad
Read original paper ↗ ·Accelerating Discovery of WX2-Based Gas Sensors (X = S, Se, and Te) for C4F7N Decomposed Species via Density Functional Theory and Machine Learning
ACS Sensors · 2026
Hao Cui, Yijian Pu, Hailong Wu, Yinhang Zhang, Xiaoxing Zhang, Jian Hu
Read original paper ↗ ·Machine learning-driven surface and interface engineering in perovskite quantum dots for photoluminescence-based and chemical sensing platforms
Results in Surfaces and Interfaces · 2026
Ghaleb Oriquat, Kwthr Hafdh Jbar, Omayma Salim Waleed, Manoj A. Vora, Roopashree R, Lalita Chopra, Sadridin Eshkaraev, Dushamov Dilshod Azadovich, Hadi Noorizadeh
Read original paper ↗ ·Resource-Efficient Microstructure Optimization of Carbon-Reinforced Ceramic Composites Enabled by an RGB-Inspired Convolutional Neural Network
ACS Sustainable Chemistry & Engineering · 2026
Jiyu Wang, Xinghua Li, Bohan Zhang, Anqi Mai, Taishan Hu, Jian Ou, Li Li, Dongxu Jia, Gang Liu, Liu Y
Read original paper ↗ ·Artificial Intelligence for Sustainable Ceramic and Refractory Materials: A PRISMA-Guided Systematic Review of Emerging Design Strategies, Industrial Applications, and Circular Raw Material Utilization
Inorganics · 2026
Leonel Díaz-Tato, Luis Angel Iturralde Carrera, Martínez Ángeles Hugo, Cesar Augusto Navarro Rubio, Margarita Guadalupe García-Barajas, Francisco Antonio Castillo Velásquez, Jonny Paul Zavala de Paz, Juvenal Rodríguez‐Reséndiz, Edén Amaral Rodríguez-Castellanos
Read original paper ↗ ·Illuminating the Interface: In Situ Optical Insights Into Two‐Electron ORR Pathways for H 2 O 2 Electrosynthesis
Advanced Materials · 2026
Hao Lin, Jiawang He, 謝欣偉, Tianle Zhou, Ruiquan Yu, Dongping Ye, Yu Huang, Zhu Liang, Bo Li, Le Liu, Xiao‐yan Li, Lin Lin
Read original paper ↗ ·Intelligent Computational Modeling of ISO 50001 Energy Performance Indicators for Sustainable Energy Management Systems: A Systematic Review
Algorithms · 2026
Luis Angel Iturralde Carrera, Leonel Díaz-Tato, Guillermo José Barroso García, Yoisdel Castillo Álvarez, Yarelis Valdivia Nodal, Miguel Ángel Cruz Pérez, Juvenal Rodríguez‐Reséndiz
Read original paper ↗ ·Prediction of doped silicon phases for enhanced lithium-ion battery anodes: Exploring the superior potential of C, N, and F doping
Materials Today Communications · 2026
Samson Singo, Katlego Phoshoko, Tshidi Mogashoa, Phuti Esrom Ngoepe, Raesibe Sylvia Ledwaba
Read original paper ↗ ·Artificial Intelligence‐Powered Algal Biodiesel: The Future of Biofuel Production Through Data‐Driven Biotechnology
Biotechnology and Bioengineering · 2026
Gyanendra Tripathi
Read original paper ↗ ·Machine Learning in Materials Science: Data-Driven Discovery and Functional Applications
Encyclopedia · 2026
Mihail Kolev
Read original paper ↗ ·Hybrid filler-based thermal interface materials: heat transfer mechanisms and AI-guided predictive design
Results in Engineering · 2026
Doaa Zamel, Kiran Murtaza, Kang Wang, Winges Fatima, Qingmei Xiao, Rui Wang, Chengshuai Chang, Guangliang Gary Liu
Read original paper ↗ ·Towards sustainable pharmaceutical manufacturing: The rise of supercritical fluid technology
Journal of Controlled Release · 2026
Shangqing Chen, Yisheng Peng, H Q Liu, Chengchao Chu, Biao‐Qi Chen, Hongwei Cheng, Gang Liu
Read original paper ↗ ·A review of artificial intelligence in materials screening: Data, models, and applications in forensic science
Next Materials · 2026
Sahana Datta, Ripan Chakraborty, Riddhit Bhattacharjee, Aditya Kumar Kar
Read original paper ↗ ·Learning crystal–descriptor synergy: A multimodal deep learning approach for band gap prediction in chalcogenide materials
Physica B Condensed Matter · 2026
Hilal Kaya, Fatih Ekinci, Ahmet Yasin Selçuk, Neşet Koçkar, Özge DEMİR, Güney Ugurlu, Mehmet Serdar Güzel, Mehmet Serdar Güzel
Read original paper ↗ ·Machine Learning and Artificial Intelligence in Metallic Orthopedic Implant Development: A Narrative Review
Materials · 2026
Prajwal Guruprasad, Pranav Sivaram, Andrew Cibik, Pierce T Bombard, Albert Thomas Anastasio
Read original paper ↗ ·Artificial intelligence and the frontier of phonon engineering: a perspective on discovering extreme thermal materials
Journal of Materials Science Materials Theory · 2026
Ming Hu
Read original paper ↗ ·Comparative assessment of dilute alloys and complex concentrated alloys: Design principles, processing, mechanisms, properties, and sustainability
Journal of Alloys and Compounds Communications · 2026
Desmond Edem Primus Klenam, Tabiri Kwayie Asumadu, Michael Oluwatosin Bodunrin, Winston Oluwole Soboyejo
Read original paper ↗ ·Porous Organic Polymers for CO 2 Capture and Electroreduction: Recent Advances and Future Perspectives
Chemistry - A European Journal · 2026
Rabia Iftikhar, Li Wang, Q Zhang, Wei Yan
Read original paper ↗ ·ALiBERT: Transformer-Based NLP and Hybrid Ensemble Learning Framework for Predicting Material Properties
Arabian Journal for Science and Engineering · 2026
M. Subramanian, N. Arunkumar, M. Diviya, T. Balasubramanian
Read original paper ↗ ·From systematic evidence to agentic architectures: A systematic review and framework for large language model–driven smart grids
Energy and AI · 2026
Zahra Rezaei, Mohammad Amin Amini, Yaser Mike Banad
Read original paper ↗ ·AI for science: Progress, challenges, and perspectives
The Innovation · 2026
Yongjun Xu, Zezhi Shao, Xin Liu, Yuquan Li, Zhulin An, Chenguang Fu, Changping Huang, Lin Zhang, Feng Gao, Jian Li, Yuyang Li, Fanglong Yao, Anquan Xia, Kaihua CHEN, Xiaolong Zheng, Chuanguang Yang, Libo Huang, Fengliang Dong, Shanliang Yao, Zhao Zhang, Jue Wang, Qi Wang, Yuanzhuo Wang, Haisheng Li, Nachuan Xiao, Yuyang Wang, Guoshuang Feng, Puxiang Lai, Yuxuan Song, Tao Xu, Jie Yang, Yun Peng, Xiangbin Meng, Xin Peng, Kunjie Li, Yupeng Niu, Tiancheng Xu, Huiyu Xu, Tao Huang, Yong Han, Min Li, Jiayun Hou, Xiaoling Lü, Fangrong Yan, Yang Zhao, Yongyue Wei, Ming‐Jie Yin, Zongguo Wang, Leilei Xiang, Yubao Qiu, Jiangyuan Zeng, Yang Liu, Yue Chang, Sabine Grunwald, Willie J.G.M. Peijnenburg, Thilo Hofmann, Ronald Roepman, Jun Li, Gerd Dercon, Lianru Gao, Mariana Vezzone, Marko Virta, Sabine Dietmann, Deshuai Yuan, Fei Chen, Wei Chen, Kai Wu, Tao Chen, Haibo Zhang, Zuoqiang Yuan, Jifeng Han, Xuetao Zhu, Bin Zhang, Wentao Su, Wei Meng, Ming Zhang, Dachuan Zhang, Qingyan Wu, Xiaojie Lin, Xiayao Peng, Tao Yang, Wei Wu, Lei Gan, Meng Wan, Ye Ding, Zhongbao Wei, Shaohua Yang, Yunfei Zhang, Lijun Yang, Kun Yu, Yuanyuan Duan, Xingying Chen, Peng Jia, Ali Luo, Jiaben Lin, Cunshi Wang, Zhiting Zhang, Xinhe Liu, Dongchen Zhu, Peng Hu
Read original paper ↗ ·Machine Learning Assisted Inverse Design of Low Resistivity In–Ga–Sn–Zn Oxide Sputtering Targets
Journal of the American Ceramic Society · 2026
Nuo Cheng, Somyajit Chakraborty, Xiaokai Liu, Wenyu Zhang, Xina Liang, Hetao Zhao, Wenhui Bi, Mingzhen Zhang, Yang Liu, Benshuang Sun, Jilin He
Read original paper ↗ ·A review of transition metal-based double perovskite oxides for photovoltaic applications
Next Materials · 2026
Nangamso Nathaniel Nyangiwe, Ndzondelelo Bingwa
Read original paper ↗ ·Artificial intelligence-assisted design and optimization of radiation shielding materials for medical applications
Journal of Radiation Research and Applied Sciences · 2026
Ruth Kanyana, Living Ounyesiga, Afam Uzorka
Read original paper ↗ ·The Applications of Machine Learning in Micro‐Nano Materials Research: From High‐Throughput Screening to Intelligent Design
Small · 2026
Ke Wu, Zefan Sang, Guangxun Zhang, Huan Pang
Read original paper ↗ ·Hybrid Artificial Neural Network Long Short-Term Memory Framework for Predicting the Mechanical Behavior of Composite Materials
Applied Mechanics · 2026
R. Alagulakshmi, R. Ramalakshmi, Veerasimman Arumugaprabu, Sundarakannan Rajendran, Arnas Majumder, Flavio Stochino
Read original paper ↗ ·Artificial intelligence in nanotechnology: current applications and future perspectives
Health Nanotechnology · 2026
Ali Majedi
Read original paper ↗ ·The Digital Desalination Lab: Revolution or Overpromise?
Chemistry Africa · 2026
Ziad Moussa, Hatem M. Altass, Jan Mohammad Mir, Rabab Sharaf Jassas, A. Timoumi, Saleh A. Ahmed
Read original paper ↗ ·Data driven approach for topological data of polyelectrolytes assembly
Journal of Materials Science Composites · 2026
Aleksei V. Meshkov, Olesya V. Khoroshilova, Vladimir V. Potapov, Timur A. Aliev, Anna A. Nikitina, Dmitrii A. Kozodaev, Екатерина Владимировна Скорб
Read original paper ↗ ·Chemical Bonding and Crystal Structure Design for Low Thermal Conductivity in Inorganic Solids
Advanced Materials · 2026
Ivy Maria, Anustoop Das, Riddhimoy Pathak, Kanishka Biswas
Read original paper ↗ ·Damnacanthal from Morinda citrifolia L.: Experimental Characterization, Biological Evaluation, In Silico ADMET Assessment, and Future Perspectives in AI-Assisted Anticancer Drug Discovery
International Journal of Technology & Emerging Research · 2026
Lovely Jacob A, Sneha Joshy, Moly PP, E. J. Jesy, M P Nimisha
Read original paper ↗ ·2D semiconductors at the energy nexus: A comprehensive view of conversion and storage technologies
Materials Science in Semiconductor Processing · 2026
Iram Malik, Anuj Kumar, Monika Singh, Srashti Pachauri, Dokhyl AlQahtani, Fawwaz Hazzazi
Read original paper ↗ ·Artificial intelligence in surfactant structure–property prediction and design: a critical review of emerging opportunities for surface-active ionic liquids
Current Opinion in Colloid & Interface Science · 2026
Mona Kharazi, Javad Saien, R. Miller
Read original paper ↗ ·Polysaccharide–metal complexes for precision nutrition: Intelligent delivery, gut microbiota modulation and gut–brain communication
Food Bioscience · 2026
Xiaoliang Zhang, Rui Tang, Zhi Wang, Hong Zhuang
Read original paper ↗ ·Engineering two-dimensional electronic biosensors
Nature Reviews Electrical Engineering · 2026
Md Mehdi Hasan, Huilu Bao, Verónica Montes‐García, Yucheng Zhang, Jinglei Ping, Paolo Samorı́, Xiangfeng Duan, Dmitry Kireev
Read original paper ↗ ·