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  • Synthesis and evaluation of novel thiohydantoin derivatives for antidiabetic activity using in silico in vitro and in vivo methods

    Synthesis and evaluation of novel thiohydantoin derivatives for antidiabetic activity using in silico in vitro and in vivo methods

    Chemicals and equipment

    Daejung (South Korea) and Alfa-Aesar (Germany) provided all of the raw ingredients. Digital Sanyo-Gallenkamp equipment was used to record the final goods’ uncorrected melting points. The Bruker AM-300 was used to record…

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  • Elucidation of crystal growth, structural characterization, thermal properties, and molecular dynamics using NMR near phase transition temperature of [N(CH3)4]2CoCl4

    Elucidation of crystal growth, structural characterization, thermal properties, and molecular dynamics using NMR near phase transition temperature of [N(CH3)4]2CoCl4

    Phase transition temperature

    After grinding [N(CH3)4]2CoCl4 single crystals into a fine powder, DSC experiments were performed at a heating rate of 10 °C/min using a sample weight of 2.6 mg. As shown in Fig. 1, three subtle endothermic peaks…

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  • A lightweight transformer based multi task learning model with dynamic weight allocation for improved vulnerability prediction

    A lightweight transformer based multi task learning model with dynamic weight allocation for improved vulnerability prediction

    In the experimental section, we conducted hyperparameter tuning for the proposed MTLPT model, performed comparative experiments with commonly used STL models and state-of-the-art approaches in vulnerability prediction, and carried out ablation…

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  • A novel data-driven NLMPC strategy for techno-economic microgrid management with battery energy storage under uncertainty

    A novel data-driven NLMPC strategy for techno-economic microgrid management with battery energy storage under uncertainty

    This part presents the objectives and constraints of the suggested strategy. The objective functions focus on major technical aspects, such as power loss (PL), operating cost, frequency and voltage stability, voltage deviation (VD), expected…

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  • Effective thermal conductivity model of particle-filled composite materials with distributed inner heat sources

    Effective thermal conductivity model of particle-filled composite materials with distributed inner heat sources

    The equivalence process should obey the homogenization principle, namely to maintain the effects to the environment from the real composite material and the equivalent material is consistent. Consider a particle-filled composite sphere with inner…

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