Explore projects

example class that is using jupyter

Implements pyfirmata, threading, numpy, matplotlib, time, and jupyterplot to communicate with an Arduino board and plot the voltage readings of a 1.5V battery over time. Three different graphing methods were used; two of which are animated.

A 2D Compressible Navier stokes solver on a uniform mesh with riemann solvers, real fluid thermodynamics

In this project, I created an AI that play Tic-Tac-Toe. We went with the linear regression approach and the neural network approach, and achieved winning rates of 68% and 88% respectively. (collaborated with Oui Wein Jien)

A second version of Tic-Tac-Toe AI that learns with reinforcement learning.

Look up table based Equation of state with user defined accuracy and resolution. Thermodynamically consistent estimation of properties.

Python scripts for analyzing SPINS outputs