Mohammad Movahedi, EIT
Ph.D. Candidate in Civil Engineering
FAMU-FSU College of Engineering, Florida State University
Construction and infrastructure management researcher working at the intersection of AI, digital twins, sustainable built environments, disaster resilience, and intelligent transportation.
Profile
- Ph.D. candidate specializing in AI-driven construction and infrastructure management, digital twins, and sustainable built environments.
- Published research in venues including IEEE Transactions on Intelligent Transportation Systems and the ASCE Journal of Management in Engineering.
- Grant-writing experience across NSF, U.S. DOT, private-sector, and university opportunities, including contributions to an awarded NSF CAREER project.
- Teaching and mentorship experience as a teaching assistant, guest lecturer, and mentor to undergraduate and NSF REU researchers.
Research Interests
Professional Experience
Graduate Research AssistantRIDER Research Center, Sustainable Infrastructure Management LabJan 2022 - Present
- Conduct multidisciplinary research in sustainable built environments, construction automation, data-driven decision-making, transportation systems, reinforcement learning, housing recovery, and supply chains.
- Collaborate with public- and private-sector stakeholders to align research methods with community challenges and decision needs.
Transportation Data Analyst and PlannerID&P Consultants, Tehran, IranMay 2019 - Dec 2021
- Contributed to freight, comprehensive transportation, and airport master plans.
- Conducted demographic and economic studies, built user-centered planning software, developed traffic simulations, and integrated multimodal safety audits into master planning.
R&D ResearcherRamona Research Institute, Tehran, IranMay 2019 - Dec 2021
- Support a GIS-based software solution for road-sign design and maintenance.
- Collaborated with cross-functional teams to gather requirements and optimize features for end users.
Education
Florida State UniversityPh.D. in Civil EngineeringJan 2022 - May 2026 (expected)
Construction and Infrastructure Management. Dissertation: A Holistic Approach to Long-Term Building Maintenance Planning under Uncertainty to Maximize Recoverable Material Yields.
Florida State UniversityMaster of Engineering in Civil EngineeringJan 2022 - Apr 2024
Iran University of Science and TechnologyMaster of Science in Transportation EngineeringSep 2017 - Sep 2020
Thesis: Adaptive Grid-Wide Traffic Signal Control with Reinforcement Learning.
Research project: automated pavement distress, right-of-way violation, and safety-hazard detection from street-view images using Mask R-CNN.
Yazd UniversityBachelor of Science in Civil EngineeringSep 2012 - Sep 2017
Publications
Journal Papers
Published
- M. Movahedi and J. Choi, "The Crossroads of LLM and Traffic Control: A Study on Large Language Models in Adaptive Traffic Signal Control," IEEE Transactions on Intelligent Transportation Systems, 2024. DOI: 10.1109/TITS.2024.3498735.
- W. Hill, H. Jalloul, M. Movahedi, and J. Choi, "Sustainable Management of the Built Environment from the Life Cycle Perspective," Journal of Management in Engineering, 2023. DOI: 10.1061/jmenea.meeng-4759.
Under Review
- M. Movahedi, N. Nickdoost, and J. Choi, "Uncovering Community Debris Disposal Behavior During Post-Disaster Recovery: A Case Study of Illegal Dumping After Hurricane Ian," submitted to Natural Hazards Review, 2025.
- R. Khayamim, M. Movahedi, M. A. Dulebenets, and E. E. Ozguven, "Robust Mobile Vehicle Charging Solutions for Natural Disasters: A Multi-Criteria Resilience Analysis in Florida," submitted to Journal of Transport Geography, 2025.
- N. Nickdoost, M. Movahedi, and J. Choi, "Quantifying Transportation Resilience Across Florida: Development of the Florida Index for Transportation (FIT)," 2026.
In Preparation
- N. Nickdoost, M. Movahedi, and J. Choi, "Illegal Dumping as a Post-Disaster Behavior: Evidence from Hurricane Ian," 2026.
- A. Baldwin, M. Movahedi, and J. Choi, "LLM-Enabled Community Role-Play for Policy Testing in Post-Hurricane Recovery," 2026.
- M. Movahedi and J. Choi, "Continuous-State Deterioration Modeling through Deep Neural Networks with Mixture Heads," 2026.
- M. Movahedi and J. Choi, "Advanced Case-Based Reasoning for Sustainable Demolition Management and Resource Recovery," 2026.
- M. Movahedi, R. Khayamim, J. Choi, and M. A. Dulebenets, "Enhancing Transportation System Robustness: The Impact of Weather-Induced Traffic Incidents on Hurricane Evacuation," 2026.
Conference Papers
Published
- A. Baldwin, M. Movahedi, and J. Choi, "Large-Language Model-Based Framework for Simulating Community Behavior in Policy Evaluation: Application to Community Debris Management," Construction Research Congress, 2026.
- R. Khayamim, M. Movahedi, O. Alisan, S. Ozkul, M. A. Dulebenets, and E. E. Ozguven, "Enhancing Electric Vehicle Evacuation Resilience Through Mobile Charging Infrastructure: A MCDA Approach for Hurricane-Prone Regions," Transportation Research Board 105th Annual Meeting, 2026.
- M. Movahedi, C. Bravo, and J. Choi, "Generative Artificial Intelligence and Virtual Reality: Emerging Future of the Building Component Inspection Training," 23rd CIB World Building Congress, 2025. DOI: 10.7771/3067-4883.1429.
- S. Seo, D. Choi, C. Koo, M. Movahedi, and J. Choi, "A Prediction Model for Greenhouse Gas Emissions and Patterns across Boundary Scopes in the Construction Phase: Utilizing Explainable Machine Learning," 23rd CIB World Building Congress, 2025. DOI: 10.7771/3067-4883.1908.
- M. Movahedi, R. Khayamim, J. Choi, and E. E. Ozguven, "Network Robustness Analysis of Electric Vehicle Charging Infrastructure During Extreme Weather Conditions: A Case Study of Hurricane Ian," International Conference on Transportation and Development, 2024. DOI: 10.1061/9780784485538.058.
- M. Movahedi, J. Choi, S. Seo, and C. Koo, "Assessment of Estimation Methods for Demolition Waste Volume and Cost," Construction Research Congress, 2024. DOI: 10.1061/9780784485286.033.
- M. Movahedi, N. Kamboozia, and H. Ziari, "A Novel Approach to the Network-wide Adaptive Traffic Signal Control Using Reinforcement Learning," 2020.
- M. Sadeghi, H. Zangoei, and M. Movahedi, "Determination of Non-Recurring Traffic Bottlenecks Caused by Accidents Using Open Data," 2020.
- M. Movahedi, M. Movahedi, A. M. Amiri, and H. Behbahani, "Young Drivers' Attitude toward Aggressive Driving Distracted by Passengers," 2018.
- M. Movahedi, M. M. Barakchi, H. Zangoei, and R. Mohammadi, "Use of Construction Demolition Waste in Pavement in Context of Sustainability Indexing Standards," 2017.
Project Reports
- Data collection from field investigations during debris removal operations after Hurricane Ian, DesignSafe-CI, 2024. DOI: 10.17603/ds2-m7zs-xr98.
- RAPID: investigating illegal dumping during debris collection operations following Hurricane Ian, DesignSafe-CI, 2024.
- Inter-regional mitigation planning coordination and integration of social vulnerability and housing assessment, 2024.
- Florida Index for Transportation robustness assessment reports: trend analysis, robustness analysis, statistical analysis, and literature review, 2022-2023.
Sponsored Research
Persona-Based Hurricane Evacuation Travel Demand Analysis to Support Transportation Planning in Rural Communities R-SEAT & FDOT, 69A3552348321
Developing a large-language-model (LLM)–based persona-analysis tool to simulate hurricane evacuation travel behavior in rural Florida Panhandlecommunities.
CDBG-MIT: Post-Disaster Community Resilience Florida DEO, MT037
Reviewed post-disaster plans, modeled housing-reconstruction supply-chain resilience, studied disaster-related homelessness, formulated mitigation strategies, and collaborated with agencies and recovery experts.
NSF CAREER: Sustainable Material Harvesting NSF, CBET-2238612
Led demolition-site data collection, developed an advanced case-based reasoning model and a POMDP maintenance-planning framework, formulated 150+ component deterioration models, and collaborated with USACE and private contractors.
Florida Index for Transportation, Phase 2 FDOT, BDV30 977-01
Sourced and validated infrastructure data, led sensitivity and uncertainty analysis, interpreted composite-index outcomes, documented findings, and engaged FDOT stakeholders.
RAPID: Illegal Dumping after Hurricane Ian NSF, 2305113
Organized behavioral questionnaire analysis, mapped debris generation and dumping patterns through field studies, and investigated debris trajectories at temporary debris-management sites.
SUMMEER: Extreme Event Reconnaissance NSF, 2014330
Coordinated collection of perishable post-disaster data and developed strategies to reuse and recycle disaster debris.
Earlier Transportation and Infrastructure Projects
COVID-19 Travel Behavior in Iran
Designed a TPB-based questionnaire, built a collection website and database, validated records with Python, and analyzed changing travel patterns with hybrid choice models.
Malayer Comprehensive Transportation Master Plan
Managed transportation data collection with 150+ associates and 63,500+ survey responses, developed an Android collection app and geodatabase, and modeled transportation scenarios with TransCAD.
Street-View Pavement Inspection
Developed a Mask R-CNN computer-vision workflow and an interactive web panel for network-level pavement inspection.
Adaptive Traffic Signal Control
Built a 168-hour SUMO simulation and evaluated multi-agent DQN controllers for a 20-square-kilometer study area.
City Operational Management
Developed software-supported frameworks for sightseeing tour buses and accessible curbside parking, and contributed to complete-street planning and design.
Grant Writing
Research Proposals
NSF CAREER: Sustainable Material Harvesting in Civil Engineering Funded: $509,999 | NSF | 2022
A Building Lifecycle Approach to Maximize Recyclable and Reusable Demolition Waste
- Co-authored two major research tasks and developed Advanced Case-Based Reasoning (ACBR) and POMDP frameworks for sustainable demolition management.
- Collaborated with USACE and private contractors to improve lifecycle-wide sustainability practices.
Tracking Storm- and Hurricane-Generated Debris on Roadways Not funded | U.S. DOT S-REAT Center | 2022
Tracking and Investigating Storm/Hurricane-Generated Debris on Roadways During Recovery
- Prepared the proposed research task with Dr. Juyeong Choi and his team.
- Developed a proof of concept and co-authored the proposal document.
Demolition Waste Estimation Tool and Operational Data Engine Pending submission | Private sector | 2022
Demolition Waste Estimation Tool and Case-Based Operational Data Engine with Yield and Strategy Tracking
- Prepared the proposed research task with Dr. Juyeong Choi and his team.
- Developed a case-based reasoning proof of concept and co-authored the proposal document.
SAFE: Smart AI-Driven Fraud Elimination Not funded | NSF | 2022
Smart AI-Driven Fraud Elimination in Disaster-Affected Communities
- Contributed to the proposed research task for the Smart and Connected Communities program.
- Developed a proof of concept and co-authored the proposal document.
- The proposal was ranked highly competitive.
Mapping Susceptibility to Illegal Debris Dumping Not funded | U.S. DOT S-REAT Center | 2022
Understanding and Mapping Community Susceptibility to Illegal Dumping of Disaster-Generated Debris
- Prepared the proposed research tasks with Dr. Juyeong Choi.
- Co-authored the proposal document.
LLM-Driven Persona-Based Intervention Planning Not funded | Hinkley Center | 2024
LLM-Driven Persona-Based Intervention Planning System for Enhancing Community-Level Sustainable Waste Management Behaviors
- Prepared research tasks with Dr. Juyeong Choi and his team.
- Developed a proof of concept for the proposed framework and co-authored the proposal document.
Travel Grant Applications
Conference Travel Grant: ASCE CRC-CI 2024 Funded: $300 | FSU Congress of Graduate Students | 2024
Authored a travel-grant essay and submitted it with the application to attend ASCE CRC-CI 2024.
Conference Travel Grant: ASCE ICTD 2024 Funded: $300 | FSU Congress of Graduate Students | 2024
Authored a travel-grant essay and submitted it with the application to attend ASCE ICTD 2024.
Conference Travel Grant: CIB WBC 2025 Funded: $300 | FSU Congress of Graduate Students | 2025
Authored a travel-grant essay and submitted it with the application to attend CIB WBC 2025.
Conference Travel Grant: CIB WBC 2025 Funded: $250 | CIB | 2025
Authored a travel-grant essay and submitted it with the application to attend CIB WBC 2025.
Conference Travel Grant Funded | FSU Congress of Graduate Students | 2026
Included based on the March 2026 travel award listed in this CV. Award amount and conference details are not specified.
Presentations and Awards
Selected Presentations and Posters
- Generative AI and VR for building-component inspection training, CIB World Building Congress, May 2025.
- Sustainable building maintenance and material recovery, CIB Doctoral School, March 2025.
- Electric-vehicle charging robustness during extreme weather, ASCE ICTD, June 2024.
- Demolition-waste volume and cost estimation methods, Construction Research Congress, March 2024.
- AI and traffic-control poster, ITE Book Scholarship Competition, November 2024.
Awards
- Future Faculty Award, FAMU-FSU College of Engineering, Florida State University, April 2026.
- Congress of Graduate Students Travel Award, Florida State University, March 2026.
- Congress of Graduate Students Travel Award, Florida State University, May 2025.
- 2nd place, NHERI Graduate Student Council Data Challenge, May 2025.
- 1st place, ITE Book Scholarship Competition, November 2024.
- Civil and Environmental Engineering Graduate Research Excellence Award, October 2024.
- Editor's Choice, ASCE Journal of Management in Engineering, October 2024.
- Congress of Graduate Students Travel Award, Florida State University, June 2024.
- 2nd place, American Airlines Data Science Challenge second round, May 2024.
- 2nd place, American Airlines Data Science Challenge first round, April 2024.
- Congress of Graduate Students Travel Award, Florida State University, February 2024.
Teaching Experience
Guest LecturerFAMU-FSU College of Engineering, EESI ProgramMar 2025
Presented Monte Carlo simulation applications in civil engineering to undergraduate EESI students.
Guest LecturerFAMU-FSU College of EngineeringNov 2024
Presented circular-economy opportunities in post-disaster redevelopment for Infrastructure System of Systems Analysis and Planning.
Graduate Teaching AssistantFAMU-FSU College of EngineeringAug 2023 - Apr 2024
- Supported Construction Engineering, Highway Geometric Design, and Transportation Engineering for 150+ undergraduate students.
- Led teaching sessions, graded assignments and exams, and provided one-on-one support.
Graduate Teaching AssistantIran University of Science and TechnologySep 2018 - Sep 2020
Taught Highway Geometric Design across four semesters to 120 undergraduate students and designed a project-based learning curriculum.
Mentoring
NSF REU MentorFlorida State UniversityMay 2024 - Aug 2025
Mentored two NSF REU students in construction automation, research design, coding, scientific communication, vehicle-activity identification, and dead reckoning.
Undergraduate Research MentorFlorida State UniversityAug 2023 - Present
Mentored six students in asset management, including virtual-reality and generative-AI applications.
Workshops and Outreach
Organized Workshops and Demonstrations
- Be an Engineer Summer Camp, July 2025: introduced high-school students to VR applications for demolition and construction automation.
- RIDER Open House, 2023-2025: demonstrated VR, generative AI, sustainable demolition, and asset-management applications.
- Tallahassee Science Festival, November 2024: engaged 200+ participants with interactive sustainable-demolition and automation demonstrations.
- Workshop on Sustainable Demolition, October 2024: engaged 30+ university and industry participants.
- Demolition Material Harvesting Educational Workshop, April 2024: supported discussions and course-module development with participants from six universities.
Service and Leadership
Vice PresidentITE FAMU-FSU Student ChapterAug 2024 - Present
Organized workshops, networking events, career-development initiatives, and the North Florida ITE Graduate Research Poster Competition. The chapter received 2025 Momentum Awards at district and international levels.
Vice President and Founding MemberCivil and Environmental Engineering Graduate Student AssociationAug 2024 - May 2025
Helped establish the association and organized professional-development workshops, networking events, and a department-wide research poster competition.
Research Subcommittee RepresentativeNSF NHERI Graduate Student CouncilAug 2024 - Present
Served as Reconnaissance, Simulation, and Computational Methods representative; contributed to grant-writing efforts; and organized workshops and research presentations.
Board MemberFlorida State University Iranian Student AssociationAug 2022 - Aug 2023
Organized seven cultural events to promote community engagement and cross-cultural understanding.
Peer ReviewerAcademic journals and conferencesMay 2023 - Present
- IEEE Transactions on Intelligent Transportation Systems
- Transport, Infrastructure Asset Management, and Smart Infrastructure and Construction (ICE)
- Multimodal Transportation (Elsevier)
- Transportation Research Board Annual Meeting