MUYANG GUO / INDEX

Projects

Side projects, hackathon work, and research write-ups.

5m

EleTypes.com - An elegant typing test website created with react

As a keyboard lover, I love typing. Why don't I create a typing test tool and use my own tool XD

· HTML & CSS· React
7m

CyberLeet, a Three.js + React, cyberpunk style visualization for leetcode problems -- made for fun

Built with the native three.js and the create-react-app framework. Data was built with a python crawler.

· three.js· Javascript· Python· HTML & CSS
1m

On Identifying Disaster Tweets using LSTM with Glove, and BERT with meta-feature

In this paper, we proposed a new method on identifying disaster tweets by combining BERT and meta-feature into a simple neural network to train a classification model and fine-tune the model.

· Deep Learning· NLP
6m

Discrete Events Simulation project for Tech Square Intersection Traffic with real world map visualization playback

A DES traffic simulation software package in python3, a visual playback web app in react.js using deck.gl trips layer

· deck.gl· Javascript· React· Python
1m

COVID-19 Outbreaks Simulation and Analysis by an Extended SEIR Model focus on the hidden asymptomatic infections

Modeling COVID-19 with three outbreak-spread simulation methodologies - by continuum dynamical system (SIER system by differential equations), by a SEIR cellular automata model, by a Markov Chain Analysis Based on One Dimensional CA model.

· Python· Data Analytics & Visualization· Modeling & Simulation
2m

Hood---Mate V1, a Geo-based Recommendation Sys with SNS feature

Geo-based SNS, Residense/roommates/landlords Recommendation System, Multi-dimensional exploratory data visualization

· deck.gl· Javascript· Python· HTML & CSS
12m

HPL Benchmark Test Implementation on Georgia Tech PACE-ICE Cluster

A final project for my HPC class documentation

· HPC
1m

Smart Inventory Management System

Inspired by AmazonGo, a smart inventory management system to enhance lab assets management, demo class is ME2110 manufacturing lab, by me and a team of class TAs and graduate students from Dr. Kurfess

· Mobile App
1m

Simulation of tensile test on CFRP lap joint

Developed an finite element approach that performs the tensile test of the adhesive bonded CFRP materials numerically using FEA method, achieved a general understanding of failure conditions at bonded region under tension loads, and real cause of failure, investigated the response of tested part with respect to different material compositions and various defects in bond line

· Matlab· FEA· Modeling & Simulation
1m

Modeling and Analysis of Automotive Active Rear Wing

Use Matlab to model and Sim a car's rear wing with a GUI interface for tunable aspects, Use Solidworks for CAD, COMSOL for CFD analysis, a full modeling and simulation project

· Matlab· Modeling & Simulation