In this thesis, we explore the effect of single qubit (electron) control techniques like Rabi oscillations, Free Induction Decay (FID) and Dynamical Decoupling (DD), using microwave (MW) pulse sequences. We characterize ...

The frequency of floods and disasters have been increasing in the past few decades. The reason behind these incidents could be varied: Climate change, urbanisation and change in land-use patterns. We have taken the case ...

Deep learning is being widely used for de novo generation of molecules. Molecules can be represented in the form of string of characters, SMILES representation, which allows the implementation of transformer architectures. ...

The observed kinematic distributions of the particles produced in proton-proton collision events are generally different from what is expected for an ideal detector mainly because of the detector effects like imperfect ...

Predicting range expansions and biological invasions is a central challenge in global change research. While already non-trivial in a purely ecological context, this task becomes truly challenging when rapid evolution comes ...

This thesis discusses how inter-layer dipole-dipole interactions (DDIs) introduce structural modifications in dipolar Bose-Einstein condensates (DBECs). We demonstrate this in a bi-layer system with three DBECs. We also ...

In today's world of data and information, deep learning has proven to be the ace in data science applications. While we hear much of deep learning concerning computer vision, NLP (Natural Language Processing), audio analysis ...

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 ...

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 ...

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 ...