Project Info
Graph analytics for resilience of critical infrastucture
sebnem duzgun
duzgun@mines.edu
Dinesh Mehta
dmehta@mines.edu
Project Goals and Description:
The project aims at exploring graph analytics methods in identifying resilience of critical infrastructure, namely supply chains, transport and energy infrastructures. Various scale infrastructure networks (e.g. global supply chains, regional transport network, urban roads) will considered. The networks behavior using stress testing will be investigated using graph analytics metrics
Team will work collaboratively using existing data sets and codes.Progress and hurdles will be discussed in the weekly meetings
More Information:
Grand Challenge: Restore and improve urban infrastructure.
https://www.researchgate.net/publication/343698809_Robust_post-disaster_route_restoration
https://www.researchgate.net/publication/332996767_Identifying_Changes_in_Critical_Locations_for_Transportation_Networks_Using_Centrality
Primary Contacts:
Sebnem Duzgun, duzgun@mines.edu
Dinesh Mehta, dmehta@mines.edu
Student Preparation
Qualifications
ambition to learn graph analytics and GIS
TIME COMMITMENT (HRS/WK)
8
SKILLS/TECHNIQUES GAINED
Students will learn graph analytics and GIS as well as their use in critical infrastructure resilience
MENTORING PLAN
Students will with the graduate students and meet with faculty weekly. They will be given a study plan with deliverables and students will present their progress in the meetings. Students will have access to previously developed models to advance the given tasks
Preferred Student Status
Sophomore
Junior
Senior