An open-source visualization library for studying Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy parameterized quantum circuits utilized in various near-term algorithms.
Analyzed machine-learning models for implementing efficient multi-qubit discrimination from experimental calibration data from IBMQ devices for improving qubit-state-assignment fidelity performance and robustness to readout crosstalk.
An android app that uses quantum convolutional neural networks to enhance OCR for digitizing endangered languages and keep them safe for the next generations.
A robust quantum simulator integrated with a GUI based workbench in which one can create quantum circuits, view the outputs, and explore quantum algorithms with in-depth tutorials & solved examples.
Implementation of a python script to parse a given protien data bank (pdb) file format and calculate the dihedral angles for given coordinates in the pdf file format.
Implementation of a python-based solver for penman equation for approximating net evapotranspiration (ET) from the meteorological data of a given location described by it latitude and longitude.
Implementation of a script to generate a phylogenetic relationship using UPGMA method for the series of DNA sequences provided in the Fasta format and protein sequences with a BLOSUM matrix.
Prediction of material properties such as superconductivity i.e. critical temperature, and formation energy with significant accuracy by convolution neural network using elemental composition as inputs.
Illustrating how music affects our decision making in various scenarios and which parts of decision making like stimulus evaluation, response caution, and response bias, are actually affected by music.
An interactive user defined shell in C with buil-in bash commands, input-output redirection with piping, and management of foreground and background processes.
