A. Ramkumar
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View article: Accelerating Foundational Model Training: A Systematic Review of Hardware, Algorithmic, and Distributed Computing Optimizations
Accelerating Foundational Model Training: A Systematic Review of Hardware, Algorithmic, and Distributed Computing Optimizations Open
The exponential growth in the size and complexity of foundation models has precipitated an urgent need for more efficient training methodologies. This article presents a comprehensive analysis of training acceleration strategies across thr…
View article: Collaborating for growth: Insights from Publisherspeak <scp>UK</scp> 2024, a scholarly publishing community gathering – part 2
Collaborating for growth: Insights from Publisherspeak <span>UK</span> 2024, a scholarly publishing community gathering – part 2 Open
Key points Publisherspeak UK 2024, sponsored by Kriyadocs, fostered collaboration among stakeholders to address scholarly publishing challenges. The environmental sustainability session focused on balancing economic priorities with environ…
View article: Collaborating for growth: Insights from Publisherspeak <scp>UK</scp> 2024, a scholarly publishing community gathering – part 1
Collaborating for growth: Insights from Publisherspeak <span>UK</span> 2024, a scholarly publishing community gathering – part 1 Open
Key points Publisherspeak UK 2024, sponsored by Kriyadocs, facilitated breakout sessions to tackle key challenges in scholarly publishing. Themes explored included research integrity, interoperability, environmental sustainability, and res…
View article: Design and Implementation of Adaptive Deep Learning-Based DC-DC Converters for Photovoltaic Systems with Battery Storage in Electric Vehicles
Design and Implementation of Adaptive Deep Learning-Based DC-DC Converters for Photovoltaic Systems with Battery Storage in Electric Vehicles Open
Photovoltaic (PV) systems, which are renewable energy sources, are increasingly being utilized in distributed generation. To maintain a stable energy balance, energy storage systems such as batteries (BAT) play a vital role. Electric vehic…
View article: Performance Analysis for Battery Stability Improvement using Direct Air Cooling Mechanism for Electric Vehicles
Performance Analysis for Battery Stability Improvement using Direct Air Cooling Mechanism for Electric Vehicles Open
Safety concerns about the battery are primary challenges for the maker of the electric vehicle (EV) system. At continuous work, maintaining the optimal temperature is a crucial scientific issue. It has restricted the widespread use of batt…
View article: A novel generation expansion planning in older power plants – hybrid spotted hyena-particle swarm optimization
A novel generation expansion planning in older power plants – hybrid spotted hyena-particle swarm optimization Open
Due to their lower productivity, lower reliability, and lower economic stability, older power plants are leading to higher carbon emissions. Rather than simply focusing on the retirement and recuperation of power plants, this study focuses…
View article: ANFIS-Fuzzy Logic-based Hybrid DFIG and PMSG Grid Connected System with TCSC
ANFIS-Fuzzy Logic-based Hybrid DFIG and PMSG Grid Connected System with TCSC Open
Variable-speed wind turbines might provide green electricity. Grid operators’ grid regulations require wind turbines to recover from grid disruptions and help maintain electricity networks. Having wind turbines equipped with fault current …
View article: MABViT -- Modified Attention Block Enhances Vision Transformers
MABViT -- Modified Attention Block Enhances Vision Transformers Open
Recent studies have demonstrated the effectiveness of Gated Linear Units (GLU) in enhancing transformer models, particularly in Large Language Models (LLMs). Additionally, utilizing a parallel configuration within each Transformer block ra…
View article: Design and Development of an Intelligent Energy Management System for a Smart Grid to Enhance the Power Quality
Design and Development of an Intelligent Energy Management System for a Smart Grid to Enhance the Power Quality Open
MigroGrid (MG) has emerged to resolve the growing demand for energy. But because of its inconsistent output, it can result in various power quality (PQ) issues. PQ is a problem that is becoming more and more important for the reliability o…
View article: Switched Capacitor Based High Step-Up Multilevel Inverter with Self-Balancing Ability and Low Switching Stress
Switched Capacitor Based High Step-Up Multilevel Inverter with Self-Balancing Ability and Low Switching Stress Open
In this article, the switched capacitor (SC) based high step-up multilevel inverter is proposed with self-balancing capability. The proposed SC inverter topology is to step up the high output voltage from the very low input voltage without…
View article: [Retracted] Development of Deep Learning Technique of Features for the Analysis of Clinical Images Integrated with CANN
[Retracted] Development of Deep Learning Technique of Features for the Analysis of Clinical Images Integrated with CANN Open
Computer tomography is an extensively used method for the detection of the disease in the subjects. Basically, computer‐aided tomography depending on the artificial intelligence reveals its significance in smart health care monitoring syst…
View article: Performance Analysis of Thermo Electric Generator using MATLAB
Performance Analysis of Thermo Electric Generator using MATLAB Open
In this paper discussed with the mathematical model of thermo electric generator. Designed each blocks based on mathematical equation and by using the equations they are connected and verified the output. The peak energy is achieved when t…
View article: Autonomous Rover Controlled By Nao
Autonomous Rover Controlled By Nao Open
In this project, a new approach of a Humanoid robot controlled mobile platform is presented. The robot we are using is Nao by Aldebaran Robotics. The main reason for choosing Nao is for its flexibility and versatility. Nao’s wide range of …
View article: Development of Ontology for Sports Domain
Development of Ontology for Sports Domain Open
Ontology has been used as a knowledge representation method and it has been widely used to improve the information retrieval. The ontology is used to efficiently capture the semantics of the information which significantly improves the per…