Mahendran Samykano

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Publications (238)

• Artificial neural network driven analysis of synergistic nano-lubricants for optimized engine performance
  Muhammad Usman, Muhammad Ali Ijaz Malik, Sadaf Zeeshan +5 more
  Results in Engineering 2026 0 citations DOI: 10.1016/j.rineng.2026.112171
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• A critical audit and methodological roadmap for machine learning in perovskite solar cells
  Veera Nagendra Muppana, M. Samykano, Adarsh Kumar Pandey +1 more
  Cell Reports Physical Science 2026 0 citations DOI: 10.1016/j.xcrp.2026.103631
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• Tribological enhancement of synthetic compressor lubricants using SiO₂ nanoparticles
  Aminullah A.R.M., W.H. Azmi, M. Samykano +2 more
  International Journal of Thermofluids 2026 0 citations DOI: 10.1016/j.ijft.2026.101713
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• Influence of build orientation on tensile strength and stiffness of selective laser sintered body-diagonal porous polyamide PA2200
  Prof. Dr. Md Mustafizur Rahman, Mazrul Akmal Mustapha, Devarajan Ramasamy +3 more
  Progress in Additive Manufacturing 2026 0 citations DOI: 10.1007/s40964-026-01989-x
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• A comprehensive review of modern automotive energy storage technologies, battery cooling systems, and their environmental impacts
  Muhammad Usman, Abdur Rahman Ahmed, Muhammad Sher Ali +4 more
  Energy Conversion and Management: X 2026 0 citations DOI: 10.1016/j.ecmx.2026.102167
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• Tensile and flexural performance of FDM 3D printed Harakeke (NZ Flax) fiber -PLA composites for lightweight structural applications
  SK. Selvamani, K. S. Clint, M. Samykano +4 more
  Results in Engineering 2026 3 citations DOI: 10.1016/j.rineng.2026.110675
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• Experimental and machine learning-based analysis of encapsulated lauric acid in geopolymer composites for thermal energy storage
  Rithikaa Thanigaiselvan, P. R. Jeyalakshmi, B. Kalidasan +1 more
  Case Studies in Thermal Engineering 2026 2 citations DOI: 10.1016/j.csite.2026.107890
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• Performance enhancement of tin-based perovskite solar cells by analysing experimental dataset via machine learning
  Veera Nagendra Muppana, M. Samykano, Ngui Wai Keng +3 more
  Energy and AI 2026 4 citations DOI: 10.1016/j.egyai.2026.100716
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• Integrated machine learning framework for the Co-optimization of efficiency and stability in tin-based perovskite solar cells
  Veera Nagendra Muppana, M. Samykano, M. M. Noor +3 more
  Results in Engineering 2026 8 citations DOI: 10.1016/j.rineng.2025.108767
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• Nature-inspired Biochar–Nanotube hybrid porous networks for next-generation heat-enhanced phase change materials
  G. Navindran, Aman Yadav, M. Samykano +2 more
  Case Studies in Thermal Engineering 2026 2 citations DOI: 10.1016/j.csite.2026.107822
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• Context‐Aware Probabilistic Numerical Framework for Solar PV Grid Stability Under Extreme Weather Conditions
  Devesh Shrivastava, Pravin B. Khope, Manisha Lande +5 more
  International Journal of Energy Research 2026 0 citations DOI: 10.1155/er/5218772
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• Hydrogen‐Enriched Direct Injection Diesel Engine Performance, Emission, Combustion, and Sensitivity Analysis Using Ethanol–Nahar Biodiesel Blends
  Sameer Sheshrao Gajghate, M. M. Noor, Animesh Das +4 more
  International Journal of Energy Research 2026 2 citations DOI: 10.1155/er/8831266
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• Unveiling Hidden Correlations Between Fabrication Parameters and Resulting Outcomes in Tin‐Based Perovskite Solar Cells via Machine Learning
  Veera Nagendra Muppana, M. Samykano, Ngui Wai Keng +2 more
  International Journal of Energy Research 2026 1 citation DOI: 10.1155/er/9269551
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• Interfacial mechanism of sulfonic acid-doped polyaniline/ cotton fabric for maximized electrical properties and tailored surface functionality
  Md. Shohan Parvez, Md Mustafizur Rahman, M. Samykano +1 more
  Surfaces and Interfaces 2025 4 citations DOI: 10.1016/j.surfin.2025.106405
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• A comprehensive assessment of thermophysical properties of MXene doped Polyethylene glycol 400 for cold chain logistics
  John Paul, M. Samykano, A.K. Pandey +3 more
  Journal of Molecular Liquids 2025 7 citations DOI: 10.1016/j.molliq.2024.126799
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• Advancing battery thermal management: Future directions and challenges in nano-enhanced phase change materials-Based systems
  M. Samykano
  Progress in Materials Science 2025 66 citations DOI: 10.1016/j.pmatsci.2024.101388
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• Energetic, exergetic, and entropy generation prediction and optimization of photovoltaic thermal system integrated hexagonal boron nitride-water nanofluid
  A.G.N. Sofiah, Ashutosh Kumar Pandey, Reji Kumar Rajamony +4 more
  Applied Thermal Engineering 2025 12 citations DOI: 10.1016/j.applthermaleng.2024.125356
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• Energizing solar still efficiency with eco-friendly coconut shell biochar enhanced organic phase change material
  Reji Kumar Rajamony, Subbarama Kousik Suraparaju, B. Kalidasan +7 more
  Separation and Purification Technology 2025 56 citations DOI: 10.1016/j.seppur.2024.131200
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• Energy, exergy, economic and environmental (4E) analysis of serpentine tube absorber photovoltaic thermal system using nano enhanced phase change material
  Reji Kumar Rajamony, Ashutosh Kumar Pandey, A.G.N. Sofiah +6 more
  Energy 2025 32 citations DOI: 10.1016/j.energy.2025.135032
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• Experimental Investigation of Carbon-Based Nano-Enhanced Phase Change Materials Assimilated Photovoltaic Thermal System: Energy, Exergy and Environmental Assessment
  Reji Kumar Rajamony, A.K. Pandey, A.G.N. Sofiah +6 more
  Journal of the Taiwan Institute of Chemical Engineers 2025 26 citations DOI: 10.1016/j.jtice.2024.105835
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