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Comparative Analysis of Multimodal GANs for Cross‐Modal Information Retrieval

ABSTRACT Cross‐modal information systems have emerged as an important area of research that enables information retrieval in different modalities such as text, image and audio. Existing Cross‐modal retrieval methods focus on semantic consistency between modalities but rarely cons...

Interpretable prediction of polymer material viscosity using machine learning models incorporating shear rate, salinity, concentration, and temperature effects

Abstract Viscosity is a fundamental property of polymer materials and solutions that strongly influences their flow behavior, processing, and performance in various industrial and engineering applications. Polymer materials and polymer solutions are vital components in many indus...

Pneumococcal‐Driven Genetic Competence: A Key Driver of Pathobiont Adaptation and Disease Potential

ABSTRACT High genetic variability in streptococci is driven by natural competence, specifically in Streptococcus pneumoniae and its close commensal species ( Streptococcus pseudopneumoniae , Streptococcus oralis , and Streptococcus mitis ), which drives rapid Streptococcal evolut...

Twin perturbation parameter based flexible power point tracking technique for grid-connected PV systems

Abstract Photovoltaic (PV) systems are fundamentally designed in two main configurations: standalone and grid-tied architectures. Although Maximum Power Point Tracking (MPPT) is commonly implemented to optimize energy extraction from photovoltaic systems, it may jeopardize grid s...