This Repository has 2 parts:
An individual project under the guidance of Prof. Toby Joseph to try and model epidemics using a novel compartmental model. I worked with Toby sir to develop the equations of the compartmental model. My personal contribution was designing and writing the code for a network based epidemic simulation, so that the compartmental model can be tested against it.
A team project that aims to understand epidemics better using cellular automata. A complete project report along with thoeretical basis, working code, simulation examples, simulation analysis can be found in the repo. I worked on the backend code for simulating the cellular automata and managing the evolution across timesteps based on the theory using Python.
https://colab.research.google.com/drive/1LpnFUPy-JLFfPF2r2TuUH_i-mYWxyt3G#scrollTo=jK6IYgg-eeQB