Projects

Prediction of Photo-physical Properties of Silver Nanoclusters using Machine Learning 

The use of Machine Learning has shown a lot of advances in the material characterization and prediction of the several physical characteristics. In this project, we have predicted the band gap of the silver clusters of various sizes. Using many regression algorithms, the model was tried, and the SMO Regression algorithm was the best fit with the dataset of the silver.


Machine Learning Approach to Predict the Efficiencies of Solar Cell 

Recently, a surge of research interest in solar cell field has led to the development of novel materials with enhanced efficiency. The use of machine learning has proved to be useful for designing these materials by automatically extracting predictive models from existing materials data. With the help of the machine learning, we can able to train the computer system and rather testing every time for a new solar cell, we can actually predict beforehand various physical parameters with high precision that can save a lot of resources…


Machine Learning Approach For Comparative Analysis of Road Accidents in India and World: Road Towards Potential Applications

An efficient transportation system plays a pivotal role in the sustainable development of any economy. This assumes more significance in the context of a large, diversified and growing country like India, which has one of the largest road networks in the world with more than 55 lakh km of road length. Roadways are one of the most widely used modes of transportation in India, carrying around 85% of total passenger traffic and more than 60% of total goods traffic…


Prediction of Final Year Student’s Reports using Machine Learning

These days there is an availability of large amount data sets everywhere. It is important to withdraw the specific information upon analyzing the data sets. Machine Learning is a part of Artificial Intelligence. Currently, the algorithms have shown huge impacts in the field of drug discovery, bioinformatics and many more. The use of machine learning in the field of Academic research has been very limited…


Investigation of Charge Generation and Charge Carrier Mobility in CH3NH3PbI3 Perovskite Solar Cell by GPVDM Simulation

Organic-inorganic perovskite materials have gained lot of attention in photovoltaic due to their several advantages such as broad light absorption from visible to the near-infrared region, high extinction coefficients, long charge-carrier diffusion lengths and tunable bandgap which leads to high power conversion efficiency and easy processability…


Comparative Study of Rate of use of Public Transportation and Private Transportation in India from 2007-2017 and few suggested measures for Increment use of Public Transportation

In a country like a continental size, the Transportation system must be very efficient from carrying the freights to the people every day across the nation. This paper explores the comparative rate of increment in different transportation across India during the last 10 years…


Machine Learning Prediction of Graphene Conductivity for Different Topology

Due to some intriguing properties like outstanding electrical conductivity, highly tunable surface area, excellent mechanical behavior, and good chemical stability the graphene-based materials are found to be promising for their applications in batteries and other energy storage devices. Some past researches have demonstrated that graphene with different topologies is present…


Magneto-Dielectric Hyperthermia Therapy for Adenocarcinoma

In the last few decades, adenocarcinoma has become a major cause of death for millions. Different forms of tumor therapies are in use including chemotherapy and radiotherapy but due to the inefficacy of these therapies, it has elicited considerable research interest to explore alternative methods. The use of regional hyperthermia for the treatment of adenocarcinoma can negate the use of harmful chemicals and radiations…


Domestic Water Power Plant for Multiple uses

In the last few decades, it has been a major threat to the environment because of the overutilization of Energy resources. Most of these energies are obtained from the Non-Renewable Resources (Coal, Petroleum etc.) and Renewable Resources (Solar, Water, Geothermal etc.). Depletion of Non-Renewable Resources is going on at a very high rate than its generation due to which they may get exhausted soon. Hence, relying on Renewable Resources are the only way, we are left with. Due to the shortage of these non-renewable resources, it has elicited considerable research interest to explore alternative methods for generating the required electrical energy at homes…


Renewable Train

This project will enable to minimize your electrical energy by using the non-conventional energy source in Indian Railways; the use of solid wastage of the passengers can be used as the bio energy and manure for agricultural purposes by setting up a bio gas plant arrangement in the pantry car…


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