Mechanical Engineering, Ceramics and Composites, Biomaterials
3
Scopus Publications
10
Scholar Citations
2
Scholar h-index
Scopus Publications
An Efficient Hybrid STO-MFDNN Approach for Induction Effect in Nanoparticle with Magneto-Convective Nanofluid Boundary Layer Flow S. L. Beschi Selvan, N. E. Godwin Pithalis, R. Leo Bright Singh, P. Anto Paulin Merinto International Journal of Computational Methods, 2025 The accurate synthesis of bespoke design requires complicated chemical reactions and high temperature conditions in modern nanomaterial coating techniques. These flow processes are quite complicated, involving not just viscous behavior but also mass and heat transport. Magnetic nanoparticles are utilized by nanocoatings, which are under manipulation by external magnetic fields. Mathematical models offer a low-cost window into the fundamental properties of these coating dynamics processes. This paper proposes a hybrid approach for induction effect in nanoparticle with magneto-convective nanofluid boundary layer. The hybrid technique that is being proposed involves the simultaneous application of Siberian Tiger Optimization (STO) and Multi-Fidelity Deep Neural Network (MFDNN). Hence, it is named as STO-MFDNN technique. The primary goal of this proposed method is to enhance nanoparticle solid volume fraction and minimize error during validation. The proposed technique — STO approach is utilized to optimize the process parameter and the MFDNN approach is utilized to accurately predict the nanoparticle behavior. By then, the MATLAB platform has the proposed approach implemented, and the present method is used to calculate the execution. The proposed technique displays superior outcomes in all existing systems like Wild Horse Optimizer (WHO), Fertile Field Algorithm (FFA) Seagull Optimization Algorithm (SOA). The existing technique displays the errors of 0.24%, 0.21%, 0.18% and the proposed technique displays an error of 0.15% concluding low error when compared to the existing approach.
Enhancing mechanical and tribological behaviour of Al7075 hybrid composites reinforced with boron carbide and molybdenum disulphide PK Dinesh Kumar, SM Kennedy, K Amudhan, NE Godwin Pithalis Canadian Metallurgical Quarterly, 1-23 , 2026 2026.0
Hybrid Method of GCN with CSF and Arma Filter for the Wind Turbine Damage Detection BSSLANGPLB Singh R. International Journal of Intelligent Engineering Informatics 14, (4) , 2026 2026.0
Core Principles and Applications in Engineering Thermodynamics SVLBSRSLBSG Pithalis Publisher: , 2025 2025.0
An Efficient Hybrid STO-MFDNN Approach for Induction Effect in Nanoparticle with Magneto-Convective Nanofluid Boundary Layer Flow SL Beschi Selvan, NE Godwin Pithalis, R Leo Bright Singh, ... International Journal of Computational Methods 22 (05), 2450069 , 2025 2025.0
High-precision damage assessment in functionally graded composite plates NEG Pithalis, PAP Merinto, SLB Selvan, RLB Singh Construction and Building Materials 474, 141068 , 2025 2025.0 Citations: 2
Tensile and flexural behaviour of basalt composites with silicon carbide fillers NEG Pithalis, JB Raj, S Sathish Silicon 14 (4), 1559-1569 , 2022 2022.0 Citations: 8
Synthesis and characterization of basalt fiber polymer composites reinforced with silicon carbide filler GP NE Chennai , 0
MOST CITED SCHOLAR PUBLICATIONS
Tensile and flexural behaviour of basalt composites with silicon carbide fillers NEG Pithalis, JB Raj, S Sathish Silicon 14 (4), 1559-1569 , 2022 2022.0 Citations: 8
High-precision damage assessment in functionally graded composite plates NEG Pithalis, PAP Merinto, SLB Selvan, RLB Singh Construction and Building Materials 474, 141068 , 2025 2025.0 Citations: 2
Enhancing mechanical and tribological behaviour of Al7075 hybrid composites reinforced with boron carbide and molybdenum disulphide PK Dinesh Kumar, SM Kennedy, K Amudhan, NE Godwin Pithalis Canadian Metallurgical Quarterly, 1-23 , 2026 2026.0
Hybrid Method of GCN with CSF and Arma Filter for the Wind Turbine Damage Detection BSSLANGPLB Singh R. International Journal of Intelligent Engineering Informatics 14, (4) , 2026 2026.0
Core Principles and Applications in Engineering Thermodynamics SVLBSRSLBSG Pithalis Publisher: , 2025 2025.0
An Efficient Hybrid STO-MFDNN Approach for Induction Effect in Nanoparticle with Magneto-Convective Nanofluid Boundary Layer Flow SL Beschi Selvan, NE Godwin Pithalis, R Leo Bright Singh, ... International Journal of Computational Methods 22 (05), 2450069 , 2025 2025.0
Synthesis and characterization of basalt fiber polymer composites reinforced with silicon carbide filler GP NE Chennai , 0