Quantum field theory has been a useful framework for analyzing and understanding the fundamental forces of nature, including electromagnetism, weak and strong interactions. However, when one tries to apply the usual ...
We study infectious disease spread through the Indian transportation network in this thesis. We
use a hazard index to quantify the risk faced by 446 Indian cities for an epidemic starting from
any city. This hazard index, ...
Experimental evolution is an important tool used to study the long-term effects of
multidrug resistance in bacterial populations. Two major factors that can potentially
affect the evolution of resistance are fluctuations ...
On 14th September, 2015, the LIGO detectors at Hanford and Livingston observed a gravitational wave signal originating from the merger of two stellar mass black holes. Since then, LIGO has reported the observation of 11 ...
Rotation curves of galaxies trace their gravitational potential and provide key information about the mass distribution within them. These were one of the first indicators about the presence of a new form of matter that ...
Detection of temporally uncertain signals is a common motif in many real world and laboratory settings including tasks that require sustained attention.
While the role of attention in these tasks has been studied ...
In this project we focus on different deep Learning algorithms for noisy audio enhancement
where traditional Digital signal Processing (DSP) techniques fail to enhance noisy audio clips,
we also worked on the classification ...
In this project a ternary regime Markov switching jump diffusion model for financial asset price data is proposed.
Initially, we propose a statistical technique for the detection of jumps and volatility estimation in a ...
Natural Language Processing (NLP) is one of the most challenging and rapidly growing
fields in artificial intelligence. It is all about deciphering human languages and deriving
meaning from them. Some of the commonly ...
Azeotropes are the most intriguing form of mixtures that shows the unique boiling point. These are laborious systems to deal with when we compare them with the separation of zeotropic mixtures. The structure gained by the ...
Modified cytosine recognition B and C (McrBC) complex belongs to the class of bacterial modification-dependent restriction enzymes that recognize and cleave methylated DNA. McrBC is a heterooligomeric complex of fourteen ...
α-Acyloxy carbonyl compounds and their derivatives are important and useful synthetic intermediates. This class of compound is commonly found in a large number of pharmaceuticals, biologically active natural products, and ...
Single-nucleotide variations in RNA (SNVs), arising from co- and post-transcriptional phenomena including transcription errors and RNA editing, are well studied in organisms ranging from bacteria to humans. In the malaria ...
Clustering is one of the most widely researched areas in unsupervised learning, where the main aim is to find structures in unlabelled data sets. This is done by partitioning data
set into smaller groups or clusters so ...
A microbial colony population expanding in two-dimensions is subject to greater genetic drift compared to well-mixed populations. Time-series fluorescence images of bacteria Escherichia coli and budding yeast Saccharomyces ...
The analysis of stochastic gravitational wave background involves the cross-correlation of signals detected by the two detectors at short time intervals augmented by a filter to optimize the signal to noise ratio. The ...
The Mesozoic Kachchh basin is one of the most active tectonic and seismological regions in India in NW Gujarat. The tectonic setting here comprises of many regional faults and movement along these faults frequently result ...
Animals have evolved a variety of features that help them to move in different media, like air, water or land. Such features usually develop such that the finite amount of energy available to the animals is utilized more ...
Physcomitrella patens or moss, of the phyla Bryophyta belong to an ancient lineage of plants, which colonised land around 400mya after diverging from the vascular plant lineage. Leading a haplo-diplontic life cycle, with ...