This repository contains a set of programs and analyses related to Monte Carlo methods, developed as part of the Master's studies in Technical Physics (specialization: Computational Physics)
Each project includes:
- Source code of the simulation
- Scripts for generating plots
- Ready-to-use visualizations
- A report in PDF format
- Bernoulli distribution, estimation of distribution moments
- Generator for a given 1D probability distribution
- Pseudorandom number generators – correlated 2D distributions
- Basic numerical integration with variance estimation
- Stratified sampling – variance reduction
- Diffusion and absorption in a closed system
- Master equation: Gillespie algorithm
- Modeling fullerene structures using simulated annealing
- Solving the Poisson equation on a grid using random walks
- Integral equations – signal propagation in a transmission line
- Modeling photon scattering in a semi-transparent material
- Gas dynamics simulation – part 1
- Gas dynamics simulation – part 2
- Quantum variational method