Pieces of code that have appeared on my blog with a focus on stochastic simulations.

An M/M/1/K queue Python3 simulator that compares the simulation results against the analytics results. The queue have limited capacity K and processes may be blocked (if queue is full) or leave queue before get service (there is a deadline for each process) or get service from server.

A time-delayed light curve simulation code for GRB location triangulation via random Fourier features.

Simulations of UU1, MM1, MM2, and a Network of queues - now with docker support 🐳

Uniformly places a single random point in each bounded cell of a Voronoi/Dirichlet tesselation.

Stopping criteria for search results using Poisson processes.

IM61011 - Stochastic Modelling course offered by the Industrial and Systems Engineering Department, IIT Kgp

Poisson process of various caching policies' impact on metrics for a simulated network

Morozov discrepancy principle in statistical inverse problems with Poisson noise

Credit Card Fraud Simulation using a Non-homogeneous Poisson Process

Simulate git commit using non-homogenenous poisson process and create a git repository based on the simulation result.

Stochastic Processes w/ Continuous Variables

We investigate the distribution of primes in intervals, and compare theoretical predictions against the numerical data.

A program that models the decisions that air traffic controllers make using a Monte Carlo Tree Search. Built as a Final project for the class at GWU CSCI 4511: Intro to AI in collaboration with two of my classmates.

Morozov discrepancy principle in statistical inverse problems with Poisson noise