Asymmetric simple exclusion processes (ASEP) are stochastic lattice models of particles entering, hopping and leaving the lattice, with hard core interaction between them.
Central limit theorem states that sum of independent and identically distributed random numbers approach a Gaussian distribution.
Cython is an attempt to make a superset of python which has the high level coolness of python along with the speed of C.
Some basic data analysis using python has been discussed here.
Pattern formation in reaction-diffusion systems.
Here, Ising model is simulated using Monte Carlo algorithm. Also, discussed is the corresponding hydrodynamic model.
Some techniques to solve ordinary differential equations in python.
Solving partial differential equations in python.
Here, we discuss some basic plotting using matplotlib.
The contents of the blog have been written in Python notebooks. The notebooks can be accessed here.