Selected Projects


FastSLAM and Data Association Error Analysis [Github],[Video]
NAVARCH 568 Mobile Robotics, Advisor: Prof. Maani Ghaffari

FastSLAM algorithms proposed in "Probabilistic Robotics" are tested on toy and Victoria Park Datasets

FastSLAM2.0 Tested on Victoria Park Dataset
FastSLAM Tested on Toy Dataset
Dubious Feature
Error Analysis on Toy Dataset

Data-driven Analysis on SEIRS ODE [Github]
AEROSP 729 Machine Learning for Science, Advisor: Prof. Karthik Duraisamy

Apply data-driven methods (e.g. neural network, dynamic modes decomposition) to analyze epidemic trends modeled by SEIRS ODE

SEIRS ODE
Neural Network Prediction
Koopman Decomposition Prediction
Dynamic Modes Decomposition Prediction

Car with Transformable Wheel Using Compliant Origami Mechanism
VM 350 Design & Manufacturing II, Advisor: Prof. Ju Jaehyung

Laminated material is used to fabricate the compliant origami wheels which enable flexible control of the wheel diameter and improve adaptability to orographical variations.

Assembling View
Explosive View
Climbing
Origami Wheel Transformation

Controlled Trebuchet Car
VM 250 Design & Manufacturing I

Controllable trebuchet car for ball shooting gaming

Assembling View
Explosive View
Shooting Mechanism