Marek Dzida - Publications - Bridge of Knowledge

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Year 2024
  • A Review on Metal–Organic Framework as a Promising Catalyst for Biodiesel Production ENERGY & FUELS
    Publication
    • G. V. Nguyen
    • P. Sharma
    • M. Dzida
    • V. H. Bui
    • H. S. Le
    • A. S. El-Shafay
    • H. C. Le
    • D. T. N. Le
    • V. D. Tran

    - ENERGY & FUELS - Year 2024

    The rapid depletion of fossil-derived fuels along with rising environmental pollution have motivated academics and manufacturers to pursue more environmentally friendly and sustainable energy options in today’s globe. Biodiesel has developed as an ecologically favorable alternative. However, the mass manufacturing of biodiesel on an industrial scale confronts substantial cost and pricing challenges. To address this issue, high-efficiency...

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  • Machine learning for the management of biochar yield and properties of biomass sources for sustainable energy
    Publication
    • G. V. Nguyen
    • P. Sharma
    • Ü. Ağbulut
    • H. S. Le
    • T. H. Truong
    • M. Dzida
    • M. H. Tran
    • H. C. Le
    • V. D. Tran

    - Biofuels Bioproducts & Biorefining-Biofpr - Year 2024

    Biochar is emerging as a potential solution for biomass conversion to meet the ever increasing demand for sustainable energy. Efficient management systems are needed in order to exploit fully the potential of biochar. Modern machine learning (ML) techniques, and in particular ensemble approaches and explainable AI methods, are valuable for forecasting the properties and efficiency of biochar properly. Machine-learning-based forecasts,...

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