Minsoo BaekKENNESAW STATE UNIVERSITY

RESEARCH

Construction decisions.
Infrastructure performance.

Research in transportation infrastructure, construction analytics, digital construction, and education.

Areas of expertise

01

Risk, Cost, and Project Delivery Analytics for Transportation Infrastructure

02

Infrastructure Asset Management and Resilience

03

Explainable AI and Machine Learning for Construction Decision Support

04

Building Information Modeling (BIM) and Digital Construction

05

Construction Education and Workforce Development

SPONSORED RESEARCH

Funded projects

Roles, sponsors, funding amounts, and project periods are reported as listed in my CV.

01
PI

Collaborative Research: Generative Artificial Intelligence Integrated with Role-Responsive Virtual Reality for Construction Education

National Science Foundation (NSF), EDU Core Research (Award No. 2600289). $250,000.00. 10/01/2026 – 09/30/2029.

02
PI

Using 360° Images and AI to Identify Construction Site Access and Clutter Hazards

Kennesaw State University, First-Year Scholars Program (internal). $3,000.00. 2026 – 2027.

03
PI

2026 Research, Scholarship and Creative Activity Grants

Office of Research, Kennesaw State University (internal). $4,719.00. Funded, March 2026 – October 2026.

04
PI

2024 CACM Faculty Summer Research Grants: Analyzing Patterns of the Level of Competition for Transportation Projects with Project Characteristics and External Market Conditions

Kennesaw State University (internal). $4,999.00. Funded, April 2024 – October 2024.

05
PI

Enhancing the GDOT's Maintenance Decision Trees Considering the Effectiveness of Various Treatment Options in Different Geographical Locations and Over Time

Georgia Department of Transportation (GDOT). $300,000.00. April 2022 – July 2024.

06
Co-PI

NCHRP 20-05/Topic 57-11A: Practices for Implementing Right-of-Way Engineering

National Academy of Sciences. $60,000.00. September 11, 2026 – August 24, 2027.

07
Co-PI

Educating the Next Generation of Engineers on Sustainable Demolition Practices

Environmental Protection Agency (EPA) and Florida A&M University–Florida State University (federal). $5,000.00. Funded, August 2023 – August 2024.

08
Co-PI

Enhancing the Accuracy of Construction Cost Estimates for Major Lump Sum (LS) Pay Items and Generating a More-Accurate List of Pay Items Throughout the Design Development Process

Georgia Department of Transportation (GDOT). $260,000.00. July 2020 – May 2022.

RESEARCH RESOURCES

Research tools & equipment

Wearable sensing, immersive environments, and computing resources.

01 / WEARABLE SENSING
Empatica EmbracePlus device

Product image: Empatica

Empatica EmbracePlus

A wrist-worn device for collecting physiological and movement signals in research settings.

Sensing
Electrodermal activity (EDA), photoplethysmography (PPG), skin temperature, and acceleration.
Research capability
Physiological and movement data collection during participant activities.
Device information ↗
02 / IMMERSIVE ENVIRONMENTS
HTC VIVE Pro Series device

Product image: HTC VIVE

HTC VIVE Pro Series

A PC-based virtual reality headset for interacting with immersive digital environments.

Platform
PC virtual reality with room-scale tracking.
Research capability
Immersive visualization and interactive virtual scenarios.
Device information ↗
03 / RESEARCH COMPUTING

Dell Precision 3680 Tower

A high-performance workstation with a dedicated GPU for computational research.

Processor
Intel Core i9-14900K · 24 cores · 32 threads
Graphics
NVIDIA GeForce RTX 4090 · 24 GB GDDR6X
Memory & storage
64 GB DDR5 RAM · 2 TB PCIe NVMe SSD
Research capability
GPU-accelerated machine learning, data analysis, and virtual environment development.