Repository logo
Log in(current)
Repository logoMIT Open ScholarshipDSpace@MIT
  1. Home
  2. MIT RAISE (Responsible AI for Social Empowerment and Education)
  3. MIT RAISE Publications
  4. GreenMiles: Utilizing Deep Learning to Analyze Vehicular Carbon Emission Trends

GreenMiles: Utilizing Deep Learning to Analyze Vehicular Carbon Emission Trends

Thumbnail Image
Download
Name

Rohan-Arunkumar-MIT-AI-Education-Summit-2025-FINAL.pdf

Size

408.84 KB

Format

Adobe PDF

Checksum (MD5)

9c5ea996501e767ec6cb00adccfa747f

Author(s)
Arunkumar, Rohan
Date Issued
July 2025
Journal
2025 MIT AI and Education Summit
Abstract
I developed a set of deep learning models that analyze patterns in vehicle-related carbon emissions using an official dataset from the Canadian government. The models identified which vehicle settings (such as fuel type and transmission) are most strongly associated with high emissions. After testing, the best-performing model was deployed on a user-friendly web application, where consumers can input different vehicle parameters and receive predicted CO₂ emission levels
Persistent DSpace Link
https://hdl.handle.net/1721.1/163127
Repository logo
PrivacyPermissionsAccessibilityContact us
Repository logo
Notify us about copyright concerns.