The recent emergence of sophisticated Large Language Models (LLMs) such as GPT-4, Bard, and Bing has revolutionized the domain of scientific inquiry, particularly in the realm of large pre-trained vision-language models. This pivotal transformation is driving new frontiers in various fields, including image processing and digital media verification. In the heart of this evolution, our research focuses on the rapidly growing area of image authenticity verification, a field gaining immense relevance in the digital era. The study is specifically geared towards addressing the emerging challenge of distinguishing between authentic images and deep fakes – a task that has become critically important in a world increasingly reliant on digital med

Magneto-rheological (MR) valve is one of the devices generally used to control the speed of Hydraulic actuator of MR fluid. The performance of valve depends on the magnetic circuit design. Present study deals with a new design of MR valve. A mathematical model for the MR valve is developed and the simulation is carried out to evaluate the newly developed MR valve. The design of the magnetic circuit is accomplished by magnetic finite element software such as Finite Element Method Magnetic (FEMMR). The model dimensions of MR valve, material properties are taken into account. The results of analysis are presented in terms of magnetic strength H and magnetic flux density B. The simulation results based on the proposed model indicate that the ef

This paper addresses the nature of Spatial Data Infrastructure (SDI), considered as one of the most important concepts to ensure effective functioning in a modern society. It comprises a set of continually developing methods and procedures providing the geospatial base supporting a country’s governmental, environmental, economic, and social activities. In general, the SDI framework consists of the integration of various elements including standards, policies, networks, data, and end users and application areas. The transformation of previously paper-based map data into a digital format, the emergence of GIS, and the Internet and a host of online applications (e.g., environmental impact analysis, navigation, applications of VGI dat

Morinda citrifolia fruit have been used treatment numerous diseases such as dysentery, heart diseases, AIDS, cancers and others. The aim of this study was to determine the antibacterial and antioxidant activities of anthraquinones fractions from the fruits of Morinda citrifolia. Well diffusion assay, minimum inhibitory concentration and the minimum bactericidal concentration were used to test antibacterial activity against Staphylococcus aureus, Escherichia coli, Bacillus cereus, Pseudomonas aeruginosa MRSA and Helicobacter pylori. DPPH radical scavenging activity and Superoxide dismutase activity assays were used to evaluate their antioxidant activity. LC-MS analysis was used to identify anthraquinones and SEM studies that revealed mode of

The purpose of the study was to isolate the anthraquinone fractions from the fruit, leaves and roots of Morinda citrifolia. Anthraquinones extracts from the fruit, leaves and roots of M. citrifolia exhibited six red bands for the fruit, five for the leaves and four for the roots under UV light at wavelength 245 nm and 356 nm exhibited strong absorption bands at 3408.83, 3275.52 and 3308.88 cm-1 for anthraquinone extract from the fruit, leaves and roots of M. citrifolia respectively identified by O-H stretching. C-H stretching groups were detected at the bands 2954.74 and 2857.38 cm-1 (fruit), 2928.13 cm-1 (leaf), 2922.31cm-1 and 2852.95 cm-1 (root). The C=O group of M. citrifolia fruit were detected at the band 1726.27 cm-1, leaves at 1600.