Dr. Natrayan L

Scopus Publications

AI-optimized design of hybrid functionally graded metal matrix composites for additive manufacturing and multifunctional engineering applications
L. Natrayan, Kathi Venkataramana, K. Vijetha, Seeniappan Kaliappan, Ramya Maranan, et al.
International Journal on Interactive Design and Manufacturing, 2026
Creep, fatigue and dynamic mechanical properties of a polymer-based metamaterial reinforced by waste rubber particles
Anumula Swarnalatha, Seeniappan Kaliappan, L. Natrayan, M. Ramya
Journal of Rubber Research, 2026
Performance evaluation of silane-treated sandwich-structured AL2O3 coated glass fabric and puya mirabilis fiber reinforced polyester composites
Seeniappan Kaliappan, L. Natrayan, M. Muthukannan, A. George Fernandez Raj, Ramya Maranan, et al.
Polymer Bulletin, 2026
Effect of silane surface treatment on aged areca fiber-latex rubber waste powder vinyl ester composite: creep, fatigue, drop load impact and water absorption behavior
K. Pratheesh, Seeniappan Kaliappan, L. Natrayan, M. Muthukannan, N. Balaji, et al.
Polymer Bulletin, 2026
Optimization of mechanical, tribological, and machining properties of TiO₂-reinforced AA6013 composites
D. Vinodh, Sudhakar Reddy Kota, M. Meikandan, K. Vijetha, Natrayan Lakshmaiya, et al.
Journal of the Australian Ceramic Society, 2026
Role of macadamia shell nut extracted silicon carbide and natural fiber-reinforced PVA composite and its mechanical, thermal conductivity, dielectric and EMI shielding effectiveness
Seeniappan Kaliappan, Naveen Kilari, L. Natrayan, M. Muthukannan, M. Ramya, et al.
Journal of Thermoplastic Composite Materials, 2026
The present study investigates the role of silicon carbide (SiC) extracted from macadamia nut shells and natural short fibers in reinforcing polyvinyl alcohol (PVA) composites. The composite materials were prepared by integrating SiC, derived through pyrolysis and chemical processing, with PVA and natural fibers to evaluate their mechanical, thermal, dielectric, and electromagnetic interference (EMI) shielding properties. The prepared composites performance is evaluated as per ASTM standard. The result demonstrated that the ideal ratio of matrix, fibers f 40 vol%, and 3 vol% silicon carbide, PCS2 had the maximum tensile strength (142 MPa), tear strength (33 MPa), Izod impact strength (4.7 Joules (J)), and Shore-D hardness (82). Additionally, PCS2 had the highest EMI shielding performance, peaking at 64.84 dB at 18 GHz, as a result of the fibers and fillers working in concert to increase wave absorption and reflection through improved interfacial bonding and polarization. While, the composite PCS3 with reinforcement of 40 vol% of fiber and 5 vol% of SiC shows improved thermal conductivity of 0.23 W/mK, and maximum dielectric permittivity of 4.8 and dielectric loss of 0.73. This work emphasizes the potential of natural fibers and SiC obtained from macadamia shells as high-performance, sustainable fillers in innovative composite materials and it could be applied in areas such as communication, military, signal processing and navigation performance.
Influence of Biochar Content on the Mechanical, Thermal conductivity, and Water absorption Properties of Lyocell Bamboo Fiber Reinforced Polyester Composites
V. Chidambaram, D Jayabalakrishnan, Seeniappan Kaliappan, L. Natrayan
Chemistry Africa, 2026
High-temperature thermo-mechanical and dynamic properties of surface-modified waste-rubber and aluminised glass fibre reinforced UAV composites
Anumula Swarnalatha, Seeniappan Kaliappan, L. Natrayan, M. Ramya
Journal of Rubber Research, 2026
Diffusion-driven adaptive radiance refinement with PPO-based optimization for robust solar irradiance forecasting
Natrayan L, Chenga Reddy Peddamangari, M Prem Kumar Reddy, Seeniappan Kaliappan, Ramya Maranan, et al.
Results in Engineering, 2026
Next-Gen Hybrid Nanocomposites: Exploring the Mechanical, Moisture Diffusion, and Acoustic Excellence of Basalt/Hibiscus Cannabinus/Graphene Composites
G. Velmurugan, Jasgurpreet Singh Chohan, K. Babu, S. A. Muhammed Abraar, Ramya Maranan, et al.
Mechanics of Composite Materials, 2026
Advanced functional spinel ferrite based nanomaterials for targeted wastewater treatment
Anand Sharma, Basant Lal, Anand Somvanshi, Suman, Abdulrhman Alsayari, et al.
Journal of Molecular Structure, 2026
3D Object Recognition using GNN-Based ConvNeXt Framework
L. Natrayan
2026 International Conference on Communication Computing and Emerging Technologies Ic3et 2026, 2026
Capsule-Enhanced Ensemble Learning for Adaptive Predictive Maintenance in IIoT Systems
Natrayan L
2026 International Conference on Communication Computing and Emerging Technologies Ic3et 2026, 2026
Fed-MA Driven Multi-Modal Data Fusion Framework with Autoencoders for Scalable and Privacy-Preserving Edge Intelligence
Natrayan L
7th International Conference on Mobile Computing and Sustainable Informatics Icmcsi 2026, 2026
AI-Powered Fault Diagnosis Framework for Industrial IoT Communication Networks Using Self-Attention AutoEncoders
L. Natrayan
2026 2nd International Conference on Cognitive Computing in Engineering Communications Sciences and Biomedical Health Informatics Ic3ecsbhi 2026, 2026
Explainable Cross Attention LSTM Framework for Predictive Maintenance in Internet of Vehicles Systems
Natrayan L
2026 International Conference on Recent Advances in Electrical Electronics Ubiquitous Communication and Computational Intelligence Raeeucci 2026, 2026
Adversarial Model-Based FL System for Cyberattack in IIoT System
Natrayan L
2026 International Conference on Communication Computing and Emerging Technologies Ic3et 2026, 2026
TiO2 nanoparticle-enhanced kevlar fiber epoxy composites: development, characterization, and performance analysis
Arumugam Mohan Arun Mohan, Seeniappan Kaliappan, Lakshmaiya Natrayan, Ramya Maranan
Revista Materia, 2026
Green-synthesized silane-modified biosilica from Manihot esculenta tuber skins and its reinforcing effect on bamboo fibre epoxy composites
A. Srithar, Seeniappan Kaliappan, L. Natrayan, Ramya M
Biomass Conversion and Biorefinery, 2026
Effect of sugarcane lignin and Bagasse fiber on the mechanical and thermal performance of vinyl ester composites
S. Lakshmana kumar, S. Kaliappan, L. Natrayan, M Muthukannan
Polymer Bulletin, 2026
Fabrication and Performance Assessment of Hot Water Conditioned Epoxy Composites Reinforced With Modified Mango Peel Nanofibers and Jackfruit Peel Powder
Manoj Kumar S, Mahendran G, Kaliappan S, Natrayan L, Mohamed Abbas S
Silicon, 2026
Enhancing Urban Safety Through Deep Vision and Ensemble Learning: YOLOv12 with RFADABoost
Natrayan L, P. Sobha Rani, S Saravanakumar, Ramya Maranan, T. Nagalakshmi, et al.
Proceedings of 2nd International Conference on Multi Agent Systems for Collaborative Intelligence Icmsci 2026, 2026
Signal Processing in Communication Systems Using Machine Learning Approaches
Shreesha Kalkoor Mudradi, Meenakshi Maindola, Smitha K, Nazeer Shaik, Harshal Patil, et al.
2026 Innovations in Machine Engineering and Digital Conference Imed 2026, 2026
High performance of hybrid resin nanocomposites reinforced with E-glass, waste-based natural fiber mats: mechanical and thermal analysis under ambient and cryogenic environment
G Velmurugan, Jasgurpreet Singh Chohan, K Babu, Prabhu Paramasivam, Ramya Maranan, et al.
Clean Technologies and Environmental Policy, 2026
Study on the characterization of polyester composites reinforced with natural VignaRadiata fiber and silicon nitride from foxtail millet husk
L Natrayan, Naveen Kilari, NalliBhaskara Rao, Kaliappan Seeniappan, Shubham Sharma, et al.
Journal of Composite Materials, 2026

Dr. Natrayan L

RESEARCH, TEACHING, or OTHER INTERESTS

Scopus Publications