IJSRET » Uncategorized

Category Archives: Uncategorized

AI-Based Framework for Predicting Quantum State Transitions in Topologically Protected Material

Uncategorized

AI-Based Framework for Predicting Quantum State Transitions in Topologically Protected Material/strong>
Authors:-Soundhariya Ravi, Associate Professor Dr S R Raja

Abstract-Quantum state transitions in topologically protected materials have garnered significant attention for their potential applications in quantum computing, spintronics, and material science. Predicting these transitions under varying external conditions remains a challenge due to the intricate interplay of quantum effects and topological invariants. This study proposes an AI-based framework that leverages deep learning techniques to predict quantum state transitions in such materials with high precision. The framework utilizes a custom neural network architecture trained on data derived from simulations and experimental results. By incorporating topological invariants and environmental variables as features, the model accurately predicts phase transitions and provides insights into the factors driving them. The results demonstrate over 95% prediction accuracy, outperforming traditional simulation methods in terms of computational efficiency and scalability. This work lays the foundation for integrating AI into quantum materials research, offering tools for designing next- generation quantum devices.

DOI: 10.61137/ijsret.vol.10.issue6.412

Published by:

Revolutionizing Neonatal Care: The Role of Embrace Innovations in Addressing Infant Mortality in Resource-Constrained Settings

Uncategorized

Revolutionizing Neonatal Care: The Role of Embrace Innovations in Addressing Infant Mortality in Resource-Constrained Settings/strong>
Authors:-Ashish Pattnaik, Rishika Patwari, Rishi Kumar Karnani, Aayushman Joshi

Abstract-This paper explores the innovative business model of Embrace Innovations, a social enterprise committed to tackling the critical issue of infant mortality in resource-constrained settings, especially in India. Founded with the mission of offering affordable and effective infant care solutions, Embrace has developed the Embrace Infant Warmer as a cost-effective alternative to traditional incubators. In analysing the operational strategies, market dynamics, and impact of Embrace’s products on neonatal health outcomes, the study uses a mixed-method approach through applying qualitative and quantitative research methods. Conducting in-depth interviews and surveys with relevant stakeholders which lead to important discoveries about how Embrace was able to effectively penetrate these markets through its unique value proposition: affordability, portability, and user-friendliness. The paper discusses the challenges of the organization, such as high maintenance costs and regulatory compliance issues. Ultimately, this research would highlight the potential for Embrace Innovations to transform infant healthcare through continuous innovation and strategic partnerships, thereby contributing significantly to reducing infant mortality rates globally.

DOI: 10.61137/ijsret.vol.10.issue6.411

Published by:

A Robust and Secure Image Watermarking Technique for Digital Data: State-of-the-Art

Uncategorized

A Robust and Secure Image Watermarking Technique for Digital Data: State-of-the-Art/strong>
Authors:-Bhupendra Kumar Bhardwaj, Professor Dr. Satya Singh

Abstract-With the fast development of computer technology, research in the fields of multimedia (text, image, audio and video clip) security, image processing and robot vision have recently become popular. Digital image watermarking techniques is one of the best techniques for image authentication. Watermarking algorithms are designed to embed and extract digital watermarks within digital content, such as images, audio, or video. The basic objective of the watermarking technique is to enhance imperceptibility, capacity and robustness. When developing an effective watermark method, it’s necessary to have a highly balanced trade-off between imperceptibility, capacity, and robustness. In this paper we presence about watermarking system, requirements for digital image watermarking, challenging issue of watermarking, application of watermarking, importance of watermarking, image watermarking classification, various watermarking techniques, attacks on watermarking process, performance measure for evaluating the image quality using metrics and a short view of watermarking tools. The work gives a view on various watermarking schemes in digital images that give new ideas to improve the already existing techniques.

DOI: 10.61137/ijsret.vol.10.issue6.410

Published by:

Data Narratives Using AI: A Framework for Automated Insight Storytelling

Uncategorized

Data Narratives Using AI: A Framework for Automated Insight Storytelling/strong>
Authors:-Soundhar B, Associate Professor Dr S R Raja

Abstract-In today’s data-driven world, organizations are faced with an ever-growing volume of raw data that often requires sophisticated analysis to extract meaningful insights. However, the complexity of these insights can make it difficult for decision-makers, especially non-experts, to understand and act on the information. This paper proposes a novel framework that leverages Artificial Intelligence (AI) to automatically generate data narratives, transforming raw data into human-readable insights. The framework integrates data preprocessing, advanced AI techniques, and natural language processing (NLP) models to construct compelling and insightful narratives. We present a detailed methodology, including the use of clustering, trend analysis, and regression models to extract key insights from diverse data sources. The generated narratives are tested on multiple datasets, demonstrating their effectiveness in conveying actionable insights in an easily understandable format. Our results show that AI-generated data stories not only provide clarity and context but also enhance decision-making processes across various industries. Future work will focus on enhancing the framework’s adaptability to real-time data and improving narrative customization for different stakeholders.

DOI: 10.61137/ijsret.vol.10.issue6.409

Published by:

AI Enabled Digital Media Versus Print media

Uncategorized

AI Enabled Digital Media Versus Print media/strong>
Authors:-Research Scholar Seethal George, Dr. Prachi Chathurvedhi

Abstract-The introduction of artificial intelligence ultimately changing the media landscape, this lead to digital divide between traditional media and modern media. This research paper emphasize on the challenges opportunities strength and weakness faced by traditional media in this artificial intelligence era. Modern technology can replace the older one see but in the case of print media that is News Papers and magazines are not replaceable. Digital technological advancements are a part of our life but usage of traditional print medias became a habit of our generation. Through comparative analysis and expert interview this paper prose how artificial intelligence influence traditional media.

DOI: 10.61137/ijsret.vol.10.issue6.408

Published by:

Computer Network Secure Communication and Encryption Algorithm

Uncategorized

Computer Network Secure Communication and Encryption Algorithm/strong>
Authors:-Janani J, Associate Professor Dr S R Raja

Abstract-Due to the continuous progress of Internet technology, computer network communication service has replaced the traditional short message service and multimedia message service. In order to ensure the security of the instant messaging system, some advanced security encryption algorithms are used in the communication system to prevent attacks and information leakage. By using encryption algorithms, the network security research based. Our system operates on a network of nodes, where each node plays a crucial role in ensuring the security and integrity of transmitted data. The SHA-256 algorithm is employed for generating hash values, providing a secure and efficient means of verifying data integrity. Furthermore, we implement AES (Advanced Encryption Standard) for file encryption, enhancing the confidentiality and privacy of sensitive information. AES is a symmetric key encryption algorithm renowned for its strength and efficiency, by combining SHA-256 for integrity checking and AES for encryption, we Include Face Change Attaining methods to prevent from attackers In Face Change that can support both anonymizing real IDs among neighbor nodes and collecting real ID-based encountering information. For node anonymity, two encountering nodes communicate anonymously. Our system offers a robust defense against various cyber threats, including data breaches and unauthorized access. Prevent malicious actors from intercepting or tampering with encrypted data, our system employs advanced encryption techniques and secure communication protocols.

DOI: 10.61137/ijsret.vol.10.issue6.407

Published by:

Automated Greenhouse Agricultural System (AGAS): Enhanced Efficiency and Sustainability in Agricultural Practices

Uncategorized

Automated Greenhouse Agricultural System (AGAS): Enhanced Efficiency and Sustainability in Agricultural Practices/strong>
Authors:-Justine P. Fuertes, Mary Jean R. Arevalo, Glyza Nicole M. Ewag, Michael P. Tumilap

Abstract- This research aimed to develop a prototype of an automated Greenhouse Agricultural System (AGAS) for efficient and sustainable cultivation of plants in tropical regions. The AGAS prototype was built using an Arduino Uno microcontroller, which monitors and regulates temperature, humidity, and soil moisture, utilizing sensors and a servo motor for water distribution. Data is transmitted to a website for remote monitoring and control. Data were analyzed mainly using percentages, mean and t-test of independent means. Results showed that, the system achieved a 100% success rate in six trials, demonstrating accurate soil moisture detection, effective servo motor operation, and reliable pump functionality; the website is 100% success rate in four trials in recording analog values, it successfully maintained optimal growing conditions for lettuce, showcasing its potential to improve crop yields and resource efficiency; and the AGAS is efficient compared to the traditional greenhouse system in terms of temperature, humidity and soil moisture. This highlights the significance of AGAS in addressing the challenges of unpredictable weather patterns and resource scarcity in tropical regions. Further development, including a user-friendly application, HVAC system, and error detection mechanisms, is recommended. The AGAS holds the potential to revolutionize greenhouse agriculture, promoting sustainable practices and enhancing food security.

DOI: 10.61137/ijsret.vol.10.issue6.406

Published by:

A Review of Herbal Technology

Uncategorized

A Review of Herbal Technology/strong>
Authors:-Averineni Ravi Kumar N, Deepa Ramani

Abstract- Herbal Drug Development Plant Selection and Identification The first step is identifying a plant with potential medicinal properties. Ethnobotanical surveys, historical use, and scientific literature guide this process. Extraction and Isolation of Active Constituents Different extraction methods (e.g., solvent extraction, steam distillation, supercritical fluid extraction) are employed to isolate the active ingredients from plant material. Techniques like chromatography and spectroscopy are used to identify and purify these compounds. Standardization Standardization ensures that a herbal product contains a consistent amount of active compounds in each batch. This is crucial for reproducibility and efficacy. Preclinical Studies Laboratory testing on animals and in vitro models to assess the biological activity, toxicity, and pharmacokinetics of the herbal product. Clinical Trials Human trials are conducted to evaluate the safety, efficacy, and dosage of the herbal drug. Technological Approaches in Herbal Drug Development Extraction Techniques Solvent Extraction The most common method, where solvents like ethanol or water are used to extract bioactive compounds. Supercritical Fluid Extraction (SFE) Uses supercritical CO2 as a solvent, offering a cleaner and more efficient extraction method. Microwave-Assisted Extraction (MAE) Uses microwave energy to enhance the efficiency of the extraction process. Ultrasonic Extraction Utilizes high-frequency sound waves to enhance solvent penetration and compound release. Formulation Development Herbal products may be formulated into various forms

DOI: 10.61137/ijsret.vol.10.issue6.405

Published by:

AI Based Smart Energy Meter for Data Analytics

Uncategorized

AI Based Smart Energy Meter for Data Analytics/strong>
Authors:-Assistant Professor Mrs.B. Christyjuliet, Dinesh Kumar.B, Divya.G, Kaviraj.S, Monisha.R

Abstract- The proliferation of smart meter technology offers vast opportunities for harnessing real-time data to optimize energy consumption, predict demand, and support sustainable energy grids. This paper explores the integration of artificial intelligence (AI) techniques, such as machine learning and deep learning, into smart meter data analytics, enhancing the accuracy of predictions and anomaly detection. With the rise of big data from millions of connected devices, AI-based analytics are vital to efficient energy management. We present a comparative analysis of various AI models used for smart meter data analytics and propose improvements for their real-time applications.

DOI: 10.61137/ijsret.vol.10.issue6.404

Published by:

End-to-End Encryption, Role-Based Access Controls, and Audit Logs in Safeguarding Electronic Health Records – A closer look at the features housing EHR

Uncategorized

End-to-End Encryption, Role-Based Access Controls, and Audit Logs in Safeguarding Electronic Health Records – A closer look at the features housing EHR
Authors:-Erumusele Francis Onotole

Abstract-The rise of Electronic Health Records (EHRs) has revolutionized the way health care is practiced globally, particularly in providing patients with effective and precise care. Nevertheless, given the types of information EHRs contain, they are vulnerable to malicious attacks and access by unauthorized persons. The paper focuses on the importance of end-to-end encryption, role-based access control, and audit logs in maintaining optimal security of EHR data. These aspects are discussed in such a way that their combined effect is presented along with the individual functionality of circumstances and how each of them contributes to security, the legal requirements, and the stakeholders.

DOI: 10.61137/ijsret.vol.10.issue6.629

Published by:
× How can I help you?