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Mechanistic Data Science Summer Program 2021

Overview

Every course, we conduct hands-on collaborative research projects encompassing the course material. In Summer 2021, we have 8 different teams proposing exciting engineering problems ranging from classical mechanics problems to medical and financial engineering.

Project Description

Car Fuel Economy Prediction

Car Fuel Economy Prediction

Team: Jeffrey He, Pranav Swaminathan
Mentors: Satyajit Mojumder, Prof Mark Fleming, Prof Wing K Liu

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Automated Diagnosis of Coronary Artery Disease using Electrocardiograms

Automated Diagnosis of Coronary Artery Disease using Electrocardiograms

Team: Jiachen Guo, Ashwin Vazhayil
Mentors: MahsaTajdari, Prof Jessica Zhang, Prof Marc Laforest, Prof Wing K Liu

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CNN and FFNN Models with Podcast

CNN and FFNN Models with Podcast

Team: Vidya Bharadwaj
Mentors: Chanwook Park, Owen Huang, Prof Wing Kam Liu

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Analysis of piano keys

Analysis of piano keys

Team: Bradley Goedde, James Fleming
Mentors: Hengyang Li, Xiaoyu Xie, Sourav Saha

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Aerosace composite materials design and optimization

Mechanistic Data Science for Low Velocity Impact Analysis

Team: Itzel Salgado, Trevor Abbott
Mentors: Satyajit Mojumder, Derick Suarez, Chanwook Park, Alberto Campaliga

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Portfolio Optimization

Portfolio Optimization

Team: Stefan Knapik, Renee Zhuang
Mentors: Chanwook Park, Prof. Mark Fleming, Prof Wing K Liu

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Robotic Computer Vision

Robotic Computer Vision

Team: Sean Morton, Anirudh Adiraju
Mentors: Dr. Abdullah Amin, Satyajit Mojumder, Xiaoyu Xie, Prof Marc Laforest, Prof Wing K Liu

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Ping pong ball tracking

Ping pong ball tracking

Team: Owen Huang, Richie Zachariah
Mentors: Sourav Saha, Dr. Abdullah Amin, Chanwook Park, Prof. Zhengtao Gan, Prof. Wing K Liu

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