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Daily Archives: July 11, 2025

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Developing a Multi-Modal Edge-AI Framework for Continuous Infant Monitoring: Predicting Mental Health Outcomes

Authors: Research Scholar Sandeep Keshav, Professor Dr. Sanjeev Puri

Abstract: The evolution of Edge-AI technologies has created new opportunities in pediatric healthcare, allowing for real-time monitoring of infants while maintaining privacy. This research introduces an innovative multi-modal Edge-AI framework that combines video, audio, and physiological data to anticipate potential mental health issues in infants. The proposed system processes information locally on edge devices, minimizing latency, enhancing privacy, and enabling continuous monitoring in both clinical and home settings. By employing lightweight AI models for on-device processing, the system promotes early identification of neurodevelopmental challenges and encourages timely interventions. This approach aims to shift healthcare from a reactive stance to a preventive one, ultimately aiming to foster long-term enhancements in mental health. The paper outlines the system's architecture, techniques for optimizing AI models, and prospective applications in pediatric healthcare environments.

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Enhancement of Load Bearing Capacity in Diagrid Multistory Building with Observed Torsion

Authors: Research Scholar Yawar Khan, Professor Sachin Sironiya

Abstract: The difference between conventional outer brake frame structures and current diagrid structures is that for diagrid structures, almost all conventional vertical columns are removed. Elimination of vertical columns is possible because diagonal elements in diagrid structural systems can carry gravitational loads as well as lateral forces, while diagonals in conventional elastic frame structures carry only lateral loads. The most normal and popular material in the process of building diagrids is steel. The incisions commonly used are rectangular, rounded and wide flanges. The weight and size of the sections are made to withstand high bending loads.

 

 

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Novel Approach to Load Analysis of Multistory Building with Its Bending

Authors: Research Scholar Aman Singh Bais, Professor Rajesh Chouhan

Abstract: A multi-storey is a building that has multiple floors above the ground. It can be a residential or commercial building. In this project the analysis and design of multi-storey building. In general, the analysis of multi-storey is elaborate and rigorous because those are statically indeterminate structures. Shears and moments due to different loading conditions are determined by many methods such as portal method, moment distribution method and matrix method. The present project deals with the analysis of a building. The dead load & live loads are applied and the design for beams, columns, the footing is obtained manually.

 

 

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