Differential Equations

spring syst and predator_prey.pdf contains write up about spring mass systems and predator-prey systems.

spring and predator_prey.py contains the numeric solutions to some of the differential equations.

Analog_Computer_IVP_ODE_Euler.ipynb explores solutions to some of the common differential equations using python.

Wave simulations

wave_simulations (2).pdf contains a short presentation on wave simulations in computer graphics

Convolutional Neural Networks

Copy_of_Complex_Systems_Lab_Pretrained_Folder_Alexnet.ipynb contains the code for the image classification of clean and polluted ocean surfaces

Convolution.pdf contains a short presentation about CNNs

CNN_paper.pdf contains a mathematical overview of convolution in the context of CNNs