Papers citing Artificial Intelligence for Materials Discovery, Development, and Optimization
Metal-organic frameworks: Role of artificial intelligence and machine learning algorithms for efficient discovery, design, synthesis and prediction of CO2 capture capacity - A state of art review
Separation and Purification Technology · 2026
Aayzaz Ahmed, Mirza Aamish Hassan Khan, George Uwadiegwu Alaneme, Tariq Ali, Muhammad Zeeshan Qureshi, Ayed Eid Alluqmani, Ali Ajwad
Read original paper ↗ ·Real-time adaptive scanning for atomic force microscopy using trigger-enhanced trajectory control
Measurement · 2026
Wanshuo Zhang, Lifeng Hao, Xiaodong He
Read original paper ↗ ·Ground Enhancement Materials for Grounding Systems: A Systematic Review of Factors, Technologies and Advances
Technologies · 2026
Martínez Ángeles Hugo, Cesar Augusto Navarro Rubio, Luis Angel Iturralde Carrera, Leonel Díaz-Tato, José Gabriel Ríos-Moreno, Mario Trejo Perea, Roberto Valentin Carrillo-Serrano, Juvenal Rodríguez‐Reséndiz
Read original paper ↗ ·Materials Informatics: Emergence to Autonomous Discovery in the Age of AI
Advanced Materials · 2026
Turab Lookman, YuJie Liu, Zhibin Gao
Read original paper ↗ ·AI-driven design and applications of quantum dots
Nano Today · 2026
Prince Kumar Soni, Manmohan Lal Satnami, Rekha Nagwanshi, Yogyata Chawre, Ankita Beena Kujur, Akash Sinha, Pinki Miri, Indrapal Karbhal, Kallol Kumar Ghosh
Read original paper ↗ ·Application of multi-agent in energy materials research
Chinese Science Bulletin (Chinese Version) · 2026
Ji Wang, Haozhe Zhu, Peiyi Li, Chang Liu, Yang Liu, Jiayu Wan
Read original paper ↗ ·Agentic Knowledge Graphs of the LiFePO 4 Cathode for Lithium Ion Battery: Balancing Discovery and Stability with LLMs
Journal of Chemical Information and Modeling · 2026
Lee Bin Choi, Ohyeon Lee, Sanghun Lee
Read original paper ↗ ·Machine learning empowered surface growth of 2D materials: Synthesis, characterization and mechanism
Surface Science Reports · 2026
Wenjin Gao, Chenqiang Hua, Tianchao Niu, Miao Zhou
Read original paper ↗ ·Generative Design for Alloys: Harnessing Generative Models for Faster Discovery
Advanced Materials · 2026
Li Cheng, Yuehui Xian, Yumei Zhou, Xiangdong Ding, Jun Sun, Dezhen Xue
Read original paper ↗ ·4A tetrahedron system: a synergistic framework for panvascular intervention empowered by flexible electronics
npj Flexible Electronics · 2026
Lingsen You, 瞿亦容, Yuheng Chen, Yu Wang, Le Shen, Junbo Ge
Read original paper ↗ ·3D Printing Hydrogel for Flexible Mechanical Sensors
Journal of Intelligent Material · 2026
Dan Li, Lu Jiang, Zhiwei Sheng, Yilin Wei, Zhou Li, Qiang Zheng
Read original paper ↗ ·Artificial Intelligence in Accelerating Materials Discovery: Opportunities and Challenges
ChemistrySelect · 2026
Avadhesh Kumar Yadav
Read original paper ↗ ·Multiscale modeling and simulation of composite materials: Methods, AI integration, and challenges
Materials Today Communications · 2026
Rasel Ahemd, Kamrul Hasan Manik, Md Ahsan Habib, Md. Aditto Rahman Nirob, Antu Nath, Md. Shaharia Hossen, Juhi Jannat Mim, Nayem Hossain
Read original paper ↗ ·Prediction of malignancy and metastasis of thyroid cancer by combined feature sets through advanced machine learning
BMC Medical Informatics and Decision Making · 2026
Rongli Xie, Guohui Xiao, Min Ding, Dan Xu, Dan Tan, Yuanzhang Zhao, Sisi Zheng, Zhenyu Zou, Di Du, Dongjie Shen, Jianhua Gu, Jian Fei
Read original paper ↗ ·Computation-assisted probing of the solid-solid interface in all-solid-state sodium-ion batteries
Journal of Energy Storage · 2026
Kaishuai Yang, Jinhua Zhou, Yuanyuan Liu, Xixi Tao, Wei Xu, Zhang Zhang
Read original paper ↗ ·Learning atomic representations for data-driven materials design
AI for Science · 2026
Zhenyao Fang, Ting-Wei Hsu, Qimin Yan
Read original paper ↗ ·Research Progress in Artificial Intelligence-Assisted Preparation of High-Quality Biomaterials
ACS Omega · 2026
De Wei, Ze Wang, Hao Lin, Xiao Ping Yin, Yi Wang
Read original paper ↗ ·Pondering the Future of Chemical Research Amid the Wider Adoption of Artificial Intelligence Technologies
Chemistry - A European Journal · 2026
Daniil A. Boiko, Mikhail V. Polynski
Read original paper ↗ ·Artificial intelligence-driven nano-enhanced stem cell therapy for neurodegenerative diseases: from rational design to clinical translation
Journal of Nanobiotechnology · 2026
Nan Chen, Shichan Wang, Jiyong Liu, Xiaoting Zheng, Huifang Shang
Read original paper ↗ ·Organic mixed ionic-electronic conductor device platforms for emerging biosensor application
npj Biosensing · 2026
Siyu Qin, Zeyuan Sun, Simiao Sun, Jeremy Wang, Charleen M. Rahman, Thomas E. Gartner, Xuanhong Cheng, Elsa Reichmanis
Read original paper ↗ ·AI‐Guided Co‐Optimization of Advanced Field‐Effect Transistors: Bridging Material, Device, and Fabrication Design
Advanced Intelligent Discovery · 2026
Shoubhanik Nath, Shauryaraj Jilkar, Aditya Udgaonkar, Yu Lu, Ali Mesbah
Read original paper ↗ ·AI-driven multi-property prediction and manufacturability-aware design for electronic materials and devices
Materials Today Electronics · 2026
Shujian Zhang, Sihan Wu, Hang Su, Yanqiang Han, Jinjin Li
Read original paper ↗ ·Local Density Field as a Physical Order Parameter for Conductivity Prediction in Block Copolymer/Carbon Nanotube Nanocomposites via a Voxel-Based Graph Attention Network
Macromolecules · 2026
Mingshuo Guo, Yueting Tian, Tang Sui, Ying Zhao, Shuang Xu, Shaolong Liu, Giuseppe Milano, Caiwei Qiu, Jiashun Mao
Read original paper ↗ ·Investigation of real-time stress-induced self-organization of nanofillers in stretchable nanocomposites: state of the art and future perspectives
Journal of Materials Science Composites · 2026
Smriti Dwivedi, Sudeepa Devi, Umar Siddiqui, Md. Imamuddin, P. K. S. Yadav, Debmalya Roy
Read original paper ↗ ·Solid Electrolyte Interphase Membrane in Zinc-Ion Capacitors and Batteries: Formation Mechanism, Optimization Strategies, and Future Research Directions
Arabian Journal for Science and Engineering · 2026
Xuexue Pan, Jiayao Peng, Zhirui Li
Read original paper ↗ ·Facile Critical Evaluation of Extensive Lithium–Oxygen Battery Literature Using In-House Data and the Structured Query Learning–Retrieval-Augmented Generation Method
ACS Applied Materials & Interfaces · 2026
Dawn Sivan, Yen-Jen Chen, Chun‐Chen Yang, Venkataraman Thangadurai, Rajan Jose
Read original paper ↗ ·Integrated strategies in meniscus tissue engineering: from biomaterials to stem cell–driven regeneration
Frontiers in Bioengineering and Biotechnology · 2026
Puzhen Song, Hongguang Chen, Hebin Ma, Yuanbo Zhou, Yadong Zhang
Read original paper ↗ ·Interface and band structure modulation strategies in photoelectrodes for efficient solar water splitting-focus on synthesis, interface engineering, and bandwidth tuning
Nano Energy · 2026
Sutripto Majumder, Anna Kusior, Ki Hyeon Kim
Read original paper ↗ ·Artificial intelligence and machine learning in optoelectronics and energy storage: From materials design to device applications
Sustainable materials and technologies · 2026
Yunsheng Zhang, Muhammad Sadiq, Muhammad Moazam Fraz, Eman Ali aldhahri, Abdulwahab Ali Almazroi, Mariam Iqbal, Asif Hayat, Yu Geng, Ahmed Saad Radi Algamdi, Amber Noreen, Aiman Fatima, Junwei Liang, Hamid Ali
Read original paper ↗ ·Advanced Nanoporous and Mesoporous Materials: Emerging Innovations, Multiscale Design, and Future Perspectives
Materials · 2026
Monika Fedyna, Jakub Mokrzycki
Read original paper ↗ ·Formulation optimization and performance prediction of friction materials via BR-BP-bagging machine learning model and NSGA-Ⅱ Genetic algorithm
Composites Part A Applied Science and Manufacturing · 2026
Qin Chen, Chenlin Zhang, Chenlin Zhang, Kai Chen, Xinyue Zhang, Dekun Zhang, Cunao Feng, Dekun Zhang
Read original paper ↗ ·Artificial Intelligence and Machine Learning Approaches for Composite Materials: Recent Developments and Applications
Polymer Composites · 2026
Vishnu Vijay Kumar, T. M. B. SANTOS, Caroliny Minely da Silva Santos, Bahati Shabani Nzeyimana, Khaled Shahin, H. Jeevan Rao, José Heriberto Oliveira do Nascimento
Read original paper ↗ ·Prediction of Stress-strain Behavior for Polyurethane Elastomers Based on Machine Learning
Chinese Journal of Polymer Science · 2026
Li Ling Zhou, Mei-Fang Wang, Chaokun Huang, Meng Song, Xiujuan Wang
Read original paper ↗ ·Agentic AI for autonomous discovery of radiation-tolerant CoCrFeMnNi high entropy alloys
Scripta Materialia · 2026
Ankit Roy, Ram Devanathan, Ayoub Soulami, Maria L. Sushko
Read original paper ↗ ·Knowledge-guided strain-damage image correlation for diagnosing nonlinear mechanical behavior of freely stretched ultra-thin polymer films on water surface
Polymer Testing · 2026
Myoung Song, Seung Jin Oh, Sungho Suh, Tae Yeob Kang, Taek‐Soo Kim
Read original paper ↗ ·A physics-informed machine learning framework for predicting and mitigating doxorubicin nanocarrier toxicity in normal cells
Scientific Reports · 2026
Abbas Rahdar, Sonia Fathi-Karkan
Read original paper ↗ ·High-entropy materials for advanced energy storage: Microstructural design, phase engineering, and electrochemical performance and cost benefit perspectives for batteries
Journal of Alloys and Compounds · 2026
Hao Cao, Ali Abbas Khan, Dawood Majeed
Read original paper ↗ ·Machine‐Learning‐Assisted Onset‐Time Determination in Transient Luminescence Thermometry
Advanced Intelligent Discovery · 2026
David J. Sousa, Erving Clayton Ximendes, Luís D. Carlos, Carlos D. S. Brites
Read original paper ↗ ·Design and Research of an Intelligent Digestion System Based on Machine Vision and Full-Process Control
ACS Omega · 2026
Zhihui Jiang, Tiewei Shang, Linge Ma, Shuai Zhao, Rui Wang, Zheng Wang, Liwei Yao, Shangjie Yao
Read original paper ↗ ·Emerging organic cathodes and design strategies for aqueous zinc–organic batteries
eScience · 2026
Runjie Yin, Tao Xue, Jinpeng Guan, Yongbiao Mu, Manrong Song, Xiyan Wei, C. Y. Li, Jun Huang, Mahmood ul Haq, Zetao Chen, Chao Yang, Limin Zang, Lin Zeng
Read original paper ↗ ·AI-based development and optimization of sealing materials for secondary grouting in methane recovery
Scientific Reports · 2026
Nastaran Zandy Ilghani, Hamid Maleki
Read original paper ↗ ·Toward autonomous discovery in small-molecule organic photovoltaics: A review integrating artificial intelligence and machine learning within the molecular design landscape
Organic Electronics · 2026
Sania Ismaeel, Sidra Manzoor, Muhammad Zohaib Sabir
Read original paper ↗ ·Parameter-free Kα2 elimination for X-ray diffraction via dual-wavelength q-space differencing
Measurement · 2026
Zekun Zhang, Binfeng Lv, Guanyu Zhao, Xiaowei Sun, Shihui Chang, Jincang Zhang, Juan Rodríguez-Carvajal, Xin Chen, Zhenjie Feng
Read original paper ↗ ·Synergetic properties of advanced materials for high-power and high-temperature applications
Discover Nano · 2026
Wubshet Getachew Mengesha, Kaveer Nagessar
Read original paper ↗ ·Machine Learning Paradigm for Advanced Battery Electrolyte Development
Carbon Energy · 2026
Chang Su, Mengfan Pei, Keyu Chen, Xigao Jian, Fangyuan Hu
Read original paper ↗ ·A closed-loop machine-learning framework for rational design of manganese-based nano-adsorbents
Separation and Purification Technology · 2026
Mochou Gao, Xiyue Wang, Xiaoya Bi, Haotian Li, Yanbin Yin, Xinrong Li, Yanbao Zhao, Yage Liu, Wensheng Yang, Xueyan Zou
Read original paper ↗ ·AI-driven computational approaches for enhancing energy devices and systems: From materials to grid optimization
Energy Reports · 2026
Zhibo Xu, Kun Zhao, Yuechao Wang, Hongliang Luo, Jizhong Zhao
Read original paper ↗ ·Permutation-invariant deep learning for predicting superconducting critical temperatures from chemical composition
Physica B Condensed Matter · 2026
Tejasvini Ramaswamy, Marimuthu Krishnan
Read original paper ↗ ·Machine learning for thermoelectric systems: Materials, design, and performance optimization: A review of approaches and recent trends
Energy 360. · 2026
Elyas Soleymani, Behnam Amini, Reza Roshanfekr, Soheil Tackesh, Ahmad Hajipour
Read original paper ↗ ·Review of Progress of AI in Biomimetics: From Biological Patterns to Closed-Loop Discovery
Biomimetics · 2026
Zhong Hu, Haiping Hong, Tim Lin
Read original paper ↗ ·