Papers citing A review on recent applications of machine learning in mechanical properties of composites
Next‐Generation Composite Materials and Manufacturing: A Review of Smart, Sustainable, and Digital Advancements
Advanced Materials Technologies · 2026-01-29
Mohamed Slamani, Borhen Louhichi, Salah Amroune, Mohammad Jawaid
Read original paper ↗ ·A novel monitoring index for mechanical properties prediction in composite manufacturing based on electromechanical behavior and statistical approach
Composites Part A Applied Science and Manufacturing · 2026-01-30
Dahun Lee, In Yong Lee, In Yong Lee, Young-Bin Park
Read original paper ↗ ·Effects of Pore Distribution and Defect Parameters on Structural Vibration Characteristics of Foam Core Composites: Experimental and Finite Element Analysis
Journal of Vibration Engineering & Technologies · 2026-02-01
Yazhen Wang, Zhan Shi, Haoyue Sun, Tianyu Zhao
Read original paper ↗ ·Shape Memorable and Self‐Healable Smart Hydrogels and Emerging Directions
Advanced Healthcare Materials · 2026-02-04
Neha Bisht, Reuben Jueyuan Yeo, Seeram Ramakrishna, S. K. R. S. Sankaranarayanan, Chetna Dhand, Neeraj Dwivedi
Read original paper ↗ ·Elastic Modulus as a Regime-Aware Computational Descriptor for Knowledge Extraction in Polymer/Clay Nanocomposites
International Informatics and Software Engineering Conference (IISEC) · 2026-02-05
Berfin Dolunay Karacay, Selin Siviş, Ayşe Çağıl Kandemir, Gokce Nur Yilmaz
Read original paper ↗ ·Machine Learning in Next-Generation Polymer Composites: Recent Advances and Perspectives
Applied Composite Materials · 2026-02-05
Sandeep Olhan, Bindu Antil, P. Maimí
Read original paper ↗ ·Sustainable optimization of mechanical properties in fiber-reinforced polymer composites using RSM and ANN: A systematic review
Journal of Materials Research and Technology · 2026-02-10
Manjunath Shettar, Ashwini Bhat, Nagaraj Nagesh Katagi, Gowrishankar M.C., Patcharapon Somdee
Read original paper ↗ ·Accelerating Puck criterion based modelling for composites: A deep learning enhancement with explicit solver
Composite Structures · 2026-02-16
Xiaofei Hu, Jianda Wang, Zhi Yu Sun, Yu Zhang
Read original paper ↗ ·The Use of Machine Learning in Aluminum and Magnesium Matrix Composites: A Review
Archives of Computational Methods in Engineering · 2026-02-19
Fatih Aydın, Anday Duru
Read original paper ↗ ·Motorised jacquard technology for interlock weaving damages reduction: Effect of shed geometry and yarn density
Journal of Engineered Fibers and Fabrics · 2026-02-28
Mathieu Decrette, Jean-François Osselin, Julie Walther, Jean-Yves Dréan
Read original paper ↗ ·Strength prediction and microstructure quantification of Ti-6Al-4V alloy by selective laser melting based on machine learning
Materials & Design · 2026-03-03
M.Y. Zuo, Y.H. Zeng, K. Sun, J. Sun, M. Wang
Read original paper ↗ ·A Multimodal Machine Learning Approach for Identification of Mechanical Properties in CFRP Composites
Polymer Composites · 2026-03-07
Zunkang Chu, Haiyan Yu, Ze Jin Gao
Read original paper ↗ ·Prediction of Stress-Strain Behavior of Short Fiber-Reinforced Composite Materials Based on Group-Optimized Gaussian Process Regression
Applied Composite Materials · 2026-03-09
Shuiwen Zhu, Wenqi Xing, Dr. Wei Zhang, Guilian Xue
Read original paper ↗ ·Reflection of plane waves in the modeling of chemical potential diffusion within porous elastic media in context of Klein-Gordon time nonlocality assisted with machine learning prediction
Journal of Thermal Stresses · 2026-03-19
Anand Kumar Yadav, Mukul Yadav, Marín Marín, Koustuv Ray
Read original paper ↗ ·AI-Assisted optimization of coconut-pith–reinforced fly-ash geopolymer composites: Integrating experimental design, machine learning, and Bayesian optimization for sustainable binder development
Next research. · 2026-03-26
Kagisho Mphahlele, Lawrence Sawunyama, Naadhira Seedat, Joshan Dooki, Damian Chinedu Onwudiwe, Rishen Roopchund
Read original paper ↗ ·Knowledge of Cardiopulmonary Resuscitation among Student Nurses in Aliko Dangote College of Nursing Science Bauchi
THRIVE Health Science Journal · 2026-03-30
Muhammad Maimuna, MUHAMMAD Maryam Musa, Umar Muhammad Salisu, Fatima Muhammad Dambam
Read original paper ↗ ·Application of machine learning and genetic algorithm framework for optimization of shape memory alloy embedded smart composites
Discover Applied Sciences · 2026-04-03
Niranjan Pattar, Subhas F. Patil, Reena Y A, Manjiri Ulhas Karande, M. Zubairuddin, Sonal Borase, Shahid Tamboli
Read original paper ↗ ·Thermo-Sensitive Polymeric Networks for Next-Generation Wound Management: A Review
AAPS PharmSciTech · 2026-04-15
Akshay Kumar, Prachee Nirmale, Suresh Babu Kondaveeti, Arpan Kumar Tripathi, Jailani Shiekmydeen, Sagar Nanaso Salunkhe, Thakur Gurjeet Singh, Mohit Kumar
Read original paper ↗ ·Sustainable hybrid rubber nanocomposites: a review of green solvents processing and machine learning-driven optimization
Advanced Composites and Hybrid Materials · 2026-04-16
Munir A. Hussain, Easir Al Afroz, Amjad Raza, Nouraiz Mushtaq, Hafiz Tanveer Ashraf, Florian J. Stadler, Jianliang Xiao, Yu Bin, Yihu Song, Sohail Yasin
Read original paper ↗ ·Tensile Properties Prediction of WFRP Composite Based on Machine Learning and ANN Models: An Experimental and Statistical Approach
Journal of Materials Engineering and Performance · 2026-04-28
Rahul Kumar, Jagadish, Divya Zindani, Sumit Bhowmik
Read original paper ↗ ·Machine learning assisted prediction of the compressive response of porous metallic bio-metamaterials
Computer Methods in Biomechanics & Biomedical Engineering · 2026-05-04
Ali Khalvandi, Mohammadreza Khorasani, Mojtaba Sadighi, Reza Hedayati
Read original paper ↗ ·Multiscale synergistic regulation of electro-thermal-mechanical properties in polypropylene composites: A machine learning-molecular dynamics approach
Polymer · 2026-05-06
J Chen, Changyun LI, Jing SHI
Read original paper ↗ ·Predicting the mechanical performance of Type IV composite pressure vessels using machine learning
Mechanics of Advanced Materials and Structures · 2026-05-07
Mansingh Yadav, Chaitanya Apte, Nitesh P. Yelve, Asim Tewari
Read original paper ↗ ·Architecture-enabled radiation shielding in aerospace systems revealed by machine learning
Physica B Condensed Matter · 2026-05-20
Alper Sefa Dönmez, Murat Aydemir
Read original paper ↗ ·Waste plastics-integrated agro-waste formulations for durable exterior and interior interlock and roofing sheets in sustainable construction
Discover Environment · 2026-05-20
Sunday Uzochukwu John, Chioma Mary John, Chioma Maary-Jane Ezechukwu, Polycarp Ikechukwu Nwabuokei, John N. Agbo, JoyAnn Nwamaka Aningo
Read original paper ↗ ·Integrating machine learning with experimental data to predict tensile strength of cement pastes with binary cementitious systems
Composites Part C Open Access · 2026-05-22
Ameer Murad Khan, Qudeer Hussain, Hisham Mohamad, Amornthep Jirasakjamroonsri, W. Anotaipaiboon, Panumas Saingam, Surasak Phetmanee, Phromphat Thansirichaisree
Read original paper ↗ ·Robust flexible sensors, wearable technologies, and artificial intelligence: Elastomeric composite prospects
Journal of Alloys and Compounds · 2026-05-24
Vineet Kumar, Siraj Azam, Dong-Choon Lee, Sang‐Shin Park
Read original paper ↗ ·Multi‐Parameter Optimization, Machine Learning‐Based Prediction, and Surface Characterization of Bio‐Based FDM Composites
Journal of Applied Polymer Science · 2026-05-31
Arif Karadağ, Osman Ülkir
Read original paper ↗ ·A Review of Recent Trends in Machine Learning Applications for Manufacturing Fiber-Reinforced Polymer Composites
Applied Composite Materials · 2026-06-20
Qian Wang, Huanyu Liu, Caixia Jia, Zhixin Li
Read original paper ↗ ·Machine-learning-enabled prediction of Izod impact strength in hybrid fibre Onyx composites
Discover Materials · 2026-06-23
Bhagyashri Hiralal Dhage, Nitin K. Khedkar, Vijayshri Nitin Khedkar
Read original paper ↗ ·Advanced machine learning assisted prediction of multi-fiber hybrid natural fiber/epoxy composites based on jute, coconut coir, banana, and pineapple leaf fibers
Journal of Materials Research and Technology · 2026-06-25
P. Sundaravadivel, S. Satheeskumar
Read original paper ↗ ·Correction of the interior ballistic model for the two-stage light gas gun based on machine learning
Theoretical and Applied Mechanics Letters · 2026-07-01
Quanyu Jiang, Yadong Li, Zhenghua Chang, Bing Liu, Minqiang Jiang, Zishang Liu, Yizhe Liu, Qiu Wang, Bingchen Wei, Kun Zhang
Read original paper ↗ ·Interfacial pull-out and failure prediction in MWCNT-functionalized aramid fabric material using machine learning
Materials Today Communications · 2026-07-01
Havva Esra Bakbak, Erman Bilisik, Kadir Bilişik
Read original paper ↗ ·Sustainable Fiber–Reinforced Polymer Nanocomposites: Processing–Structure–Property–Performance Relationships and Machine Learning–Driven Design
Journal of Natural Fibers · 2026-07-28
Ravikumar Jayabal, Nitish Kumar, Dhavalkumar Bhikhuprasad Dave, M. B. Santhosh, Abhishek Singh, Shajahan Basheer, Saroj Kumar Acharya, Aseel Smerat, K. Kamakshi Priya
Read original paper ↗ ·Machine Learning Driven Material Property Prediction Framework for Intelligent Self Healing Polymer Composites Design
Unknown journal · 2026-08-01
Subba Rao Katragadda, Bagavathi Lakshmi R, Kavitha G, Monika S, V. Divya, J. Jenifer
Read original paper ↗ ·Mechanics-Informed Machine Learning for FRP Composites: A Comprehensive Review and Outlook
Thin-Walled Structures · 2026-08-01
Yanan Xu, Zhaoxuan Feng, Jianguang Fang, Furong Xie, Chi Wu, Sun Guangyong, Grant P. Steven, Qing Li
Read original paper ↗ ·Prediction of Homogeneous Thermal and Mechanical Properties for PCB Conductive Layers Using an Attention-Based Deep Neural Network
International Conference on Electronic Packaging Technology (ICEPT) · 2026-08-01
Qiongfang Zhang, Song Xue, Shaoyi Liu, Jinyang Mu, Siyi Chen, Dongchao Diwu, Congsi Wang
Read original paper ↗ ·Data-centric deep learning for defect detection in fiber composite materials: A review of algorithms, challenges, and emerging trends
Knowledge-Based Systems · 2026-08-04
Juntao Han, Zidong Wang, Weibo Liu, Baoye Song, Chuang Wang, Xiaohui Liu
Read original paper ↗ ·Geometry-Aware OOD Generalization for Composite Materials
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2026-08-06
Abhiroop Bhattacharya, Hangwei Qian, Sylvain G. Cloutier, Ivor Wai-Hung Tsang
Read original paper ↗ ·Experiment-driven machine learning framework for compressive strength prediction of locally sourced fiber-reinforced concrete
Discover Civil Engineering · 2026-08-08
Shoriful Islam, Most. Khadijatul Kubra, Md. Zainul Abedin, Md. Ali Ashraf, Md. Bellal Hossain
Read original paper ↗ ·Advanced short-fiber eco-sustainable reinforced composites with metal and ceramic matrices: Current trends, challenges, and future directions
Journal of Materials Research and Technology · 2026-08-27
Zakim Hussain, Sikandar Khan, Marco Valente, Tabassam Yasmeen
Read original paper ↗ ·Eco‐Designed Transparent Bacterial Cellulose Composites for Next‐Generation Opto‐Electronics
Advanced Optical Materials · 2026-08-27
Liya Antony, Sanosh Kunjalukkal Padmanabhan, Amal Alliyankal Vijayakumar, Marco Pugliese, Maria Assunta Signore, Antonella Giuri, Vincenzo Maiorano, Antonio Licciulli, Sonia Carallo, Aurora Rizzo, Carola Esposito Corcione
Read original paper ↗ ·Electrochemical sensor-integrated omics-driven data framework for performance optimization of polymer-based alkali-activated concrete
Microchemical Journal · 2026-09-01
Xiaoyan Zhang, Chunmeng Jiang, Aofei Feng
Read original paper ↗ ·A decoupled finite element-regularized neural framework for accelerated heterogeneous material identification
Computer Methods in Applied Mechanics and Engineering · 2026-09-07
Kunpeng Xu, Ning Zhang, Hao-Ruo Xu, Zhen‐Yu Yin, K.K. Li
Read original paper ↗ ·AI-driven property prediction and design optimisation of composite materials: A review
Journal of Reinforced Plastics and Composites · 2026-09-15
Sudhanshu Singh, Ranjna Kumari, Zunjarrao Kamble, Ghanshyam Neje
Read original paper ↗ ·Efficient thermal and mechanical property prediction of highly filled bimodal particle-reinforced polymer composites using a modified embedded-element method and machine learning
Computational Materials Science · 2026-09-29
Qiang Liu, Dingyi Zhou, Zhiqiang Wang, Zhihan Wu, Ke Duan, Jianwei Zhang, Yonglyu He
Read original paper ↗ ·Sugeno-type neuro-fuzzy prediction of secant modulus in carbon nanotube reinforced polymer composites using experimental dataset
Interactions · 2026-10-02
Sasi G, Ajay Prakash Pasupulla, Meikandan Megaraj, Sarulatha S, Nagarajan Dhasarathan Raja, G. Suresh
Read original paper ↗ ·From printing to intelligence: Smart polymer composite actuators for next-generation soft robotics
Applied Materials Today · 2026-10-03
Sadegh Kaviani, Arevik Asatryan, Alvo Aabloo, Carlos M. Costa, Senentxu Lanceros-Méndez, Marina Aghayan
Read original paper ↗ ·Architecture-Specific Performance of Silica and MWCNT Modified Hybrid Epoxy Laminates Under Mechanical Loading and Fracture
Polymers · 2026-10-09
Muhammad Tariq Bashir, Khawaja Atif Naseem, Atif Khan, Muhammad Rehan Sadiq, Md. Munir Hayet Khan, Muhammad Ali Sikandar
Read original paper ↗ ·