Projects

Sample Space Reducing Process

Numerical study of the Sample Space Reducing Processes (i.e., Standard, Noisy , and Cascade).

  • C++
  • scale-free
  • stochastic processes
  • power laws

Backpropagation

Python implementation of backpropagation algorithm from scratch.

  • Machine Learning
  • Python
  • Numpy

Approximate Message Passing Decoder

Numerical study of the Approximate Message Passing Decoder phase transition.

  • Coding Theory
  • Information Theory
  • Phase Transitions
  • Statistical Physics
  • C++

Detecting Phase Transitions with Unsupervised Learning

Detecting phase transition in the 2D ising model using unsupervised learning.

  • Statistical Physics
  • Phase Transitions
  • Ising Model
  • Unsupervised Learning
  • Python
  • Scikit
  • MCMC

2D Random Walk

Animation software for the 2D random walk.

  • Random Walks
  • Markovian Process
  • SFML
  • C++

Sample Space Reducing Cascades

Animation software for the Sample Space Reducing Cascade.

  • C++
  • SFML