This repository contains the project write up for AMATH 563 which covers the fundamental concepts of network science and graph thoery for analyzing complex dynamical systems.
- Discovering governing equations from data using sparse regression and information theory
- Predicting dynamical system evolution using neural network
- Large-scale multi-resolution spatial-temporal decomposition of El Nino and La Nina phenomena
- Network analysis of C.elegans neural networks with Kuramoto oscillators