VpROM: a novel variational autoencoder-boosted reduced order model for the treatment of parametric dependencies in nonlinear systems

Abstract Reduced Order Models (ROMs) are of considerable importance in many areas of engineering in which computational time presents difficulties.Established approaches employ projection-based reduction, such as Proper Orthogonal Decomposition.The limitation of the linear nature of such operators is typically tackled via a library of local reducti

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Inhibitory effect of Allium sativum and Zingiber officinale extracts on clinically important drug resistant pathogenic bacteria

Abstract Background Herbs and spices are very important and useful as therapeutic agent against many pathological infections.Increasing multidrug resistance of pathogens forces to find alternative compounds for treatment of infectious diseases.Methods In the present study the antimicrobial potency of garlic and ginger has been investigated skull br

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