Some projects inspired by topics from physics and mathematics
This is a repository for all my minor projects undertaken related to the sub domain of physics and mathematics...
#List of Projects implemented as of yet:
1.) Logistic Mapping and Chaos The primary objective here is to visually and quantitatively explore the intricate patterns and chaotic regions that arise in the logistic map as we vary a key parameter: r, known as the control parameter. By examining the bifurcation diagram to unveil the population dynamics that occur at different r values. Additionally, the aim is to show the sensitivity of the logistic map to initial conditions by calculating and visualizing Lyapunov exponents.
2.) Model Fitting on the 4leptons dataset(https://www.kaggle.com/datasets/meirinevans/4lepton): This is a modification of the kaggle notebook provided by CERN which can be found on this link: https://www.kaggle.com/code/meirinevans/model-fitting The notebook uses ATLAS Open Data http://opendata.atlas.cern to demonstrate how to prepare for fitting a model. The datasets used in this notebook have already been filtered to include at least 4 leptons per event.
3.) Ensemble Learning for predicting bandgap of 2D Perovskite data (work in progress)