Papers citing Machine learning applications in nanomaterials: Recent advances and future perspectives
Predicting the Optical Properties of Gold Nanoclusters Using Machine Learning Approach
ACS Omega · 2025
Geraldine Sánchez-Dueñez, Wladimiro Dı́az-Villanueva, Jorge Escorihuela, Laura Francés‐Soriano, Julia Pérez‐Prieto
Read original paper ↗ ·AI-based accurate and efficient flash point prediction for structurally diverse hydrocarbons via Bayesian-optimized deep neural networks
Journal of Thermal Analysis and Calorimetry · 2025
Fanzhi Meng, Wei Xu, Yanan Qian, Feng Sun, Bing Sun, Zhe Yang
Read original paper ↗ ·The emerging role of machine learning in nanomaterials research: applications, challenges, and future directions
Journal of Nanoparticle Research · 2025
Juhi Jannat Mim, Saifuddun Rakib, Shahana Akter, Jannat Rosul Nisha, Safiullah Khan, Sayma Rahman, Mehedi Hasan Manik, Nayem Hossain
Read original paper ↗ ·Nanomaterials at the forefront of vehicular emission mitigation: a critical review on mechanistic advances, performance breakthroughs, and sustainable engineering strategies
Nanotechnology for Environmental Engineering · 2025
Hadi Esmaeili Khoshmardan, Maede Esmaeili Khoshmardan, Behnam Khoshandam, Behnam Khoshandam, Saeed Motesaddi Zarandi, Hassan Abdoos, Hassan Abdoos, Mohamadreza Massoudinejad, Mohamadreza Massoudinejad, Milad Darboui, Milad Darboui, Khashayar Partovi, Khashayar Partovi
Read original paper ↗ ·Leveraging AI Innovation in Nanomaterials, Synthesis, Characterization, and Device Design
Advances in computational intelligence and robotics book series · 2025
Ashok Vaseashta, Gor Gevorgyan, Surik Khudaverdyan, Gagik Y. Ayvazyan, Mane Khachatryan, C. Berlic, Adriana Elena Balan, Ioan Stamatin
Read original paper ↗ ·Nanomaterials Discovery Using AI-Based Technology Accelerators
Advances in computational intelligence and robotics book series · 2025
Ramadevi Vitthal Salunkhe, Tusharkumar Rajaram Sathe, Rushikesh M. Shete, Pooja Wagh, Roshan Ramesh Kolte, Renuka Raut
Read original paper ↗ ·Terahertz plasmonic biosensors with graphene-MXene-phosphorene heterostructures for ultra-sensitive dopamine detection: a machine learning enhanced approach
Materials Technology · 2025
Jacob Wekalao, A.R. Altayar, Ashour M. Ahmed, Hussein A. Elsayed, Ahmed Mehaney, Stefano Bellucci, Amuthakkannan Rajakannu
Read original paper ↗ ·Green synthesis of Au 3+ –yttrium co-doped TiO 2 nanoparticles using gambier leaves extract: structural, optical, and biomedical
Journal of Dispersion Science and Technology · 2025
Yetria Rilda, Febby Hanifah, Novesar Jamarun, Hilfi Pardi, Nofrijon Sofyan, Andriayani Andriayani
Read original paper ↗ ·Nanomaterials in food safety and environmental monitoring: advances, challenges, and future directions
Microchimica Acta · 2025
Ruohan Zhang, Jiawen Yao, Muhammad Mateen, Abdul Wahab, Yang Xiaosen
Read original paper ↗ ·Carbon dots: from fundamentals to frontier applications
Science China Chemistry · 2025
Haoqiang Song, Yi Ru, Jingkun Yu, Songyuan Tao, Yan Li, Huaxin Liu, Y. Z. Liu, Huiqi Zhang, Han Wu, Yaojia Cheng, Wenjuan Xiang, Qi Liang, Mingjun Nie, Yingying Bi, Shurong Ding, Jiping Xiao, Yu-Xuan Ji, Xin Yang, Jianle Zhuang, Boyang Wang, Pengfei Li, Jiechao Ge, Hong Bi, Hongshuai Hou, Hengwei Lin, Huan‐Ming Xiong, Songnan Qu, Zhenhui Kang, Zaicheng SUN, Louzhen Fan, Bai Jun Yang, Siyu Lu
Read original paper ↗ ·Integration of GIS, Big Data, and Artificial Intelligence in Modern Waste Management Systems—A Comprehensive Review
Sustainability · 2025
Anna Kochanek, Sabina Angrecka, Iga Pietrucha, Tomasz Zacłona, Agnieszka Petryk, Agnieszka Generowicz, Leyla Akbulut, Atılgan Atılgan
Read original paper ↗ ·A New Family of Minimal Surface-Based Lattice Structures for Material Budget Reduction
Journal of Composites Science · 2025
F. Fransesini, Pier Paolo Valentini
Read original paper ↗ ·Advancements in Nanotechnology: The Role of Machine Learning and AI in the Development of Ionic Liquids, Nanofluids, and Bionanofluids
Lecture notes in nanoscale science and technology · 2026
Joseph Jisha, Jyoti Sahu, Jayesh Baldota, Vishnu Alias Vipul Parab, Tanishka Prakash Sharma, Srushti Walsinge
Read original paper ↗ ·Advances in optical whispering-gallery-mode microsphere cavities: fundamentals, fabrication, and applications
Journal of Materials Chemistry C · 2026
Taowei Peng, Rongxuan Zhu, Xiaoyi Wu, Yin Yin
Read original paper ↗ ·Artificial intelligence and machine learning for plasmonic and surface-enhanced sensing
Chemical Society Reviews · 2026
Ailsa Geddis, Hannah Williams, Saba Bashir, Jason Malenfant, Caroline Dubois, Louis Hamlet, Jean‐François Masson
Read original paper ↗ ·Artificial intelligence-driven nanomaterial design and applications: advances, challenges, and future directions
New Journal of Chemistry · 2026
Yakubu Adekunle Alli, Lukman Shehu Mustapha, Francis Mekunye, Olaoluwa John Adeleke, Terfa Jude Igba, Nelson Oshogwue Etafo, Victor D. Aderibigbe, Sreedeep Dey, Haulison Kojo Yayoh, Kehinde Shola Obayomi, Malama Chisanga
Read original paper ↗ ·Biofabrication of nanoparticles from medicinal plants: Challenges and future perspectives
Elsevier eBooks · 2026
Anubha Singh, Jyoti Upadhyay, Avisha Malik
Read original paper ↗ ·Clinical Translation of Smart Nanomaterials
Springer eBooks · 2026
Vignesh Mariappan, P. Vinayaga Moorthi
Read original paper ↗ ·Data-driven machine learning optimisation of silver nanoparticle synthesis
Nanoscale Advances · 2026
J. G. CARVER, Y.M. John Chew, Semali P. Perera, Sourav Chatterjee
Read original paper ↗ ·Expanding the applicability of a multicomponent nano-quantitative structure-property relationships approach from hard to soft nanomaterials: predicting liposome stability
Nanoscale · 2026
Kamila Jarzyńska, Krzesimir Ciura, Alicja Mikołajczyk, Tomasz Puzyn
Read original paper ↗ ·Lead-Free BaCoX 3 -Based Perovskite Solar Cells: A Simulation Framework for Highly Efficient Photovoltaic Response
IEEE Access · 2026
Syed Abdul Moiz, Mohammed Saleh Alshaikh
Read original paper ↗ ·Ways to Develop Environmentally Stress-Resilient Crops by AI-Powered Nanobiotechnology
Smart nanomaterials technology · 2026
Pranjal Dwivedi, Binty, Satyam Rai, Tushar Kanti Mandal, Sayanti Mandal
Read original paper ↗ ·Machine Learning for Nanomaterial Discovery and Design
Machine Learning and Knowledge Extraction · 2026
Antonio del Bosque, Pablo Fernández-Arias, Diego Vergara
Read original paper ↗ ·Hydrogel‐Based Functional Materials: Classifications, Properties, and Applications
Advanced Materials Technologies · 2026
Zeyu Zhang, Zao Cheng, Patrizio Raffa
Read original paper ↗ ·The Role of Matrix Shielding in the In Situ Fiber Strength and Progressive Failure of Unidirectional Composites
Journal of Composites Science · 2026
Mostafa Barzegar, José M. Guerrero, Zahra Tanha, C. González, Abrar H. Baluch, Josep M Costa
Read original paper ↗ ·The Strategic Role of 2D Nanomaterials in Grid Modernization
ACS Energy Letters · 2026
Matthew Glasscott, James D. Burgess, Peter Byrley, Maria Fernanda Campa, Mark H. Griep, Alexander P. Kirk, Stephanie A. Mack, Birgit Schwenzer, Ryan M. Welch, Elisabeth Mansfield
Read original paper ↗ ·A Hardware‐Aware Photonic Spiking‐DDPG Reinforcement Learning Architecture for Continuous Control
Laser & Photonics Review · 2026
Xintao Zeng, Shuiying Xiang, Haowen Zhao, Yanan Han, Wanting Yu, Zhiquan Huang, Shangxuan Shi, Xingxing Guo, Yong Zhang, Yuechun Shi, Yue Hao
Read original paper ↗ ·Advanced Eco‐Friendly Applications of Metal–Organic Frameworks: From Pollution Control to Energy and Health Technologies
The Chemical Record · 2026
Lili Liu, Y. Wang, X. Christine Wang, Liang Yang
Read original paper ↗ ·Revolutionizing Intelligent Food Packaging: Nanomaterials, AI-ML, and Their Seamless Integration
Food Reviews International · 2026
Komal Mehra, Niloy Sarkar, Deepak, Priyanshi Bisht, Kumkum
Read original paper ↗ ·A temperature compensation method for piezoresistive pressure sensors based on multi-strategy fusion improved dung beetle optimization algorithm
Measurement and Control · 2026
Bingyu Liu, Gexia Yuan, Feng Zhang, Youyou Chen, Feige Zhang, Wanjiao Zhang, Kexue Liu, Zhike Li
Read original paper ↗ ·AI-Nanotechnology synergy: Revolutionizing precision drug delivery systems: A comprehensive review
Analytical Chemistry Letters · 2026
Hazha Omar Othman, Diyar Salahuddin Ali, Rebwar Omar Hassan
Read original paper ↗ ·Lessons learned from allergen adsorption on engineered nanomaterials: bridging experimental insights and computational technologies
Nanomedicine · 2026
Xintong Chen, Laura Schmitz, Mark Geppert, Sabine Hofer, Norbert Hofstätter, Martin Himly, Litty Johnson
Read original paper ↗ ·Crystal Water Engineering in Electrode Materials: Decoding Structure‐Property Dynamics for Advanced Energy Storage Devices
Advanced Energy Materials · 2026
Yichong Kong, Keyu Zhang, Qing Zhao, Zhongliang Qi, Juan Yang, Xiangyang Zhou, Bin Yang, Yaochun Yao, Yong Lei
Read original paper ↗ ·Pectin
Venue not supplied by source · 2026
Shazia Shaheen Mir, Shahnawaz Ahmad Bhat, Md. Saddam, Zeenat Islam, Luqman Jameel Rather
Read original paper ↗ ·Advanced Unified Phenomena in Thin Films: Decoding Thermoelectric-Optoelectronic Interplay with Machine Learning
IntechOpen eBooks · 2026
Mohammad Ali Nasiri
Read original paper ↗ ·Turning Unpredictable Biomolecule Adsorption to Controlled Corona Formation: Focus on Carbon Nanomaterials
Advanced Materials · 2026
Yajuan Zou, Yalei Hu, Jie Yu, Naoki Komatsu, Yuta Nishina, Alberto Bianco
Read original paper ↗ ·From Trial‐and‐Error to Artificial Intelligence‐Guided Design of Hard Carbon for Sodium‐Ion Batteries
Advanced Functional Materials · 2026
Qi Wei, Y Z Liu, Jinhao Pan, X Y Liu, C Y Liu, Jiannan Qi, Bin Wang, Han Xiang Hu, Mingbo Wu
Read original paper ↗ ·Metal-organic frameworks for breath-based sensors: a review
Microchimica Acta · 2026
Iliya Ghayour, Hamide Ehtesabi
Read original paper ↗ ·Review: piezoelectric materials for energy harvesters—recent developments and applications
Journal of Materials Science · 2026
Chang Gao, Kangyu Zhong, Yining Zhai, Lu Sun, Wenhao Shi, Qi Gao, Lisha Liu, Chenyu Xu, Jiaojiao Yi
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 ↗ ·A Physics-Informed Machine Learning Framework for Modeling Biaxial Strain-Induced Band Gap Variation in Zig-Zag Single-Walled Carbon Nanotubes
Nanomaterials · 2026
Necati Vardar
Read original paper ↗ ·Machine Learning-Guided Structural Optimization of High-Temperature Polybenzimidazole-Based Phosphonic Acid Proton Exchange Membranes
ACS Applied Polymer Materials · 2026
Chengkai Hong, Chunyang Yu, Yongfeng Zhou
Read original paper ↗ ·Programmable Optical Logic Operations Enabled by Multi‐Wavelength Injection in a Fabry–Pérot Laser
Laser & Photonics Review · 2026
Yingjun Fang, Qiang Zhang, Ning Jiang, Shuiying Xiang, Anran Li, Jiahao Qian, Xintao Zeng, Nianqiang Li, Kun Qiu
Read original paper ↗ ·