Mohammad Ilbeigi (milbeigi)

Mohammad Ilbeigi

Assistant Professor

Charles V. Schaefer, Jr. School of Engineering and Science

Department of Civil, Environmental and Ocean Engineering

Education

  • MS (2017) Georgia Institute of Technology (Computational Science and Engineering)
  • PhD (2017) Georgia Institute of Technology (Construction Engineering and Management)
  • MS (2009) University of Tehran (Civil Engineering: Construction Management)
  • BS (2007) Sharif University of Technology (Civil Engineering)

Research

Resilient Infrastructure Systems
Disaster Management
Smart Cities
Smart Facility Management
Data-Driven Uncertainty Analysis

Institutional Service

  • Civil Engineering Program Committee Member
  • Teaching and Learning Excellence Committee Member
  • Search Committee for Assistant Professor Position in Civil Eng. Program Member
  • SES Faculty Advisory Council (FAC) Member
  • Search Committee for two Assistant Professor Positions Member
  • Search Committee for Lecturer Position in CM program Member

Professional Service

  • Journal of Computing in Civil Engineering Reviewer
  • Journal of Management in Engineering Reviewer
  • Journal of Performance of Constructed Facilities Reviewer
  • Journal of Construction Engineering and Management Reviewer
  • National Science Foundation Proposal Reviewer
  • MDPI Infrastructures Reviewer
  • MDPI Sustainability Reviewer
  • Automation in Construction Reviewer
  • NSF- CIVIC Program Reviewer in NSF panel
  • NSF - Civil Infrastructure Systems (CIS) program Reviewer in NSF panel
  • ASCE Construction Research Congress (CRC) 2022 Reviewer
  • TRB Reviewer
  • ASCE Construction Research Congress (CRC) 2020 Reviewer

Appointments

Stevens Institute of Technology
Assistant Professor, Department of Civil, Environmental, and Ocean Engineering (CEOE)
2019-Present

Bowling Green State University (BGSU)
Assistant Professor, Department of Construction Management
2017-2019

Honors and Awards

1- First Place Award in Siemens Tech for Sustainability Challenge (2021)
2- Outstanding Reviewer for the ASCE Journal of Performance of Constructed Facilities, (2019)
3- The 2017 ASCE Thomas Fitch Rowland Prize (2017)
4- Nominated for the ASCE Arthur M. Wellington Prize (2016)
5- Sam Nunn Security Program (SNSP) Fellowship, (2016)
6- Travel grant, Associated Schools of Construction (ASC) for the 52nd ASC annual conference, (2016)
7- 2nd Place, STRIDE Poster Competition at the 93rd TRB Annual Meeting, (2014)
8- Finalist for Academic Poster Session, Construction Industry Institute (CII) Annual Conference, (2014)

Grants, Contracts and Funds

Title: An AI-Enhanced System to Integrate Unstructured Observations with Formal Engineering Education
Sponsor: National Science Foundation (NSF)
Award Amount: $362,957
Start Date: Sept 15, 2024
Finish Date: Sept 14, 2027

Title: Multi-Agent Adaptive Data Collection for Automated Post-Disaster Rapid Damage Assessment
Sponsor: National Science Foundation (NSF)
Award Amount: $190,402
Start Date: Sept 1, 2023
Finish Date: Aug 31, 2026

Title: A Dynamic Disruption Prediction System for Transportation Networks at a Road-Segment Level of Granularity
Sponsor: Siemens Financial Services
Award Amount: $54,985
Start Date: May 1, 2022
Finish Date: Aug 31, 2023

Title: A Dynamic Disruption Prediction System for Transportation Networks at a Road-Segment Level of Granularity
Sponsor: National Science Foundation (NSF)
Award Amount: $252,103
Start Date: Oct 1, 2020
Finish Date: Aug 31, 2024

Title: Research Initiation: Understanding of Engineering Core Concepts Contextualized in Domain-Specific Settings Through Active Exploration
Sponsor: National Science Foundation (NSF)
Award Amount: $160,928
Start Date: Sept 1, 2021
Finish Date: Aug 31, 2024

Selected Publications

Conference Proceeding

  1. Talebpour, N.; Ilbeigi, M. (2024). Citizens’ Socioeconomic Background and Energy Accessibility during Extreme Events. Construction Research Congress. ASCE.
  2. Ilbeigi, M.; Ehsani, R.; Bairaktarova, D. (2023). A Gamified Pedagogical Method for Teaching Construction Scheduling through Active Exploration. 59th Annual Associated Schools of Construction International Conference.
  3. Ilbeigi, M.; Bairaktarova, D.; Ehsani, R. (2023). A Gamified Approach for Active Exploration to Discover Systematic Solutions for Fundamental Engineering Problems. 2023 ASEE Annual Conference & Exposition.
  4. Morteza, A.; Ilbeigi, M.; Schwed, J. (2022). A Blockchain Information Management Framework for Construction Safety. International Conference on Computing in Civil Engineering . ASCE.
  5. Ilbeigi, M.; Bairaktarova, D. (2022). Work-in-progress: A gamified pedagogical system for teaching construction scheduling through active exploration. 2022 ASEE Annual Conference & Exposition.
  6. Ilbeigi, M.; Bairaktarova, D. (2022). Work-in-Progress: A Scoping Review for Gamification in Construction Engineering. 2022 ASEE Annual Conference & Exposition.
  7. Ilbeigi, M.; Chen, X. (2022). A Taxonomy-based Approach to Analyze the impacts of Automation on Human Workers' Qualifications. 58th Annual Associated Schools of Construction International Conference.
  8. Chen, X.; Ilbeigi, M. (2022). A Network-Based Approach to Understand Potentials for On-the-Job Training in Construction Professions. Construction Research Congress 2022. ASCE.
  9. Jacobellis, M.; Ilbeigi, M. (2022). Digital Twin Cities: Data Availability and Systematic Data Collection. Construction Research Congress 2022. ASCE.
  10. Ilbeigi, M.; Morteza, A.; Ehsani, R. (2022). Emergency Management in Smart Cities: Infrastructure-Less Communication Systems. Construction Research Congress 2022.
  11. Ilbeigi, M. (2020). An Empirical Spatial Resiliency Analysis to Examine Impacts of Natural Disasters on Different Demographics. Construction Research Congress (CRC) 2020. ASCE.
  12. Ilbeigi, M.; Ebrahimi Meimand, M. (2020). Empirical Analysis of Impacts of Post-Disaster Human Mobility Patterns on the Resilience of Transportation Networks. Construction Research Congress (CRC) 2020. ASCE.
  13. Ilbeigi, M. (2019). A Network Optimization Model for Prepositioning Emergency Centers in Resilient Cities. CIB World Building Congress 2019: Constructing Smart Cities. Hong Kong: CIB.
  14. Ilbeigi, M. (2019). Statistical Process Control for Quantifying Resilience of Transportation Infrastructures Using GPS Data: Hurricane Sandy Case Study. CIB World Building Congress 2019: Constructing Smart Cities. Hong Kong: CIB.
  15. Ilbeigi, M. (2019). An Empirical Markov Process Model for Optimal Bridge Inspection. 55th Annual ASC International Conference. Denver, Colorado.
  16. Garrow, L.; German, B.; Ilbeigi, M. (2018). Conceptual Models of Demand for Electric Propulsion Aircraft in Intra-Urban and Thin-Haul Markets. Transportation Research Board 97th Annual Meeting. Washington, D.C.: TRB.
  17. Garrow, L.; Ilbeigi, M.; Chen, Z. (2017). Forecasting Demand for On Demand Mobility. 17th AIAA Aviation Technology, Integration, and Operations Conference. Denver, Colorado.
  18. Ilbeigi, M.; Ashuri, B. (2016). Financial Valuation of Material Price Adjustment Clauses. The 52nd ASC Annual International Conference. Provo, Utah.
  19. Ilbeigi, M.; Ashuri, B.; Kashani, H. (2016). A Real Option Approach for Financial Valuation of Material Price Adjustment Clauses in Transportation Projects. Transportation Research Board 95th Annual Meeting. Washington, D.C.: TRB.

Journal Article

  1. Ilbeigi, M.; Bairaktarova, D.; Ehsani, R. (2024). A Gamified Method for Construction Engineering Education: Learning Through Guided Active Exploration. Journal of Civil Engineering Education (2 ed., vol. 150). ASCE.
    https://ascelibrary.org/doi/abs/10.1061/JCEECD.EIENG-2019.
  2. Behrooz, H.; Ilbeigi, M. (2024). An infrastructure‐less emergency location detection system using basic cellular device‐to‐device connection. Journal of Contingencies and Crisis Management (2 ed., vol. 32, pp. e12591). Wiley.
  3. Zhao, M.; Reisi Gahrooei, M.; Ilbeigi, M. (2024). Change Detection in Partially Observed Large-scale Traffic Network Data. IEEE Transactions on Intelligent Transportation Systems . IEEE.
    https://ieeexplore.ieee.org/document/10642999.
  4. Nouri, M.; Konyar, E.; Reisi, M.; Ilbeigi, M. (2024). Detecting Traffic Anomalies During Extreme Events via a Temporal Self-Expressive Model. IEEE Transactions on Intelligent Transportation Systems. IEEE.
    https://ieeexplore.ieee.org/document/10534099.
  5. Behrooz, H.; Ilbeigi, M. (2024). Multilevel Monitoring System for Road Networks: Anomaly Detection at the Network and Road-Segment Levels. Journal of Transportation Engineering, Part A: Systems (7 ed., vol. 150, pp. 04024036). ASCE.
  6. Behrooz, H.; Lipizzi, C.; Korfiatis, G.; Ilbeigi, M.; Powell, M. (2023). Towards Automating the Identification of Sustainable Projects Seeking Financial Support: An AI-Powered Approach. MDPI Sustainability. MDPI.
  7. Salami Pargoo, N.; Ilbeigi, M. (2022). A Scoping Review for Cybersecurity in the Construction Industry. Journal of Management in Engineering (2 ed., vol. 39). ASCE.
  8. Ilbeigi, M.; Bairaktarova, D.; Morteza, A. (2022). Gamification in Construction Engineering Education: A Scoping Review. Journal of Civil Engineering Education (2 ed., vol. 149). ASCE.
  9. Nouri, M.; Reisi-Gahrooei, M.; Ilbeigi, M. (2022). A Method for Granular Traffic Data Imputation Based on PARATUCK2. Transportation Research Record (03611981221089298 ed.). SAGE Publications.
  10. Ilbeigi, M.; Morteza, A.; Ehsani, R. (2022). An Infrastructure-less Emergency Communication System: A Blockchain Based Framework. Journal of Computing in Civil Engineering (2 ed., vol. 36, pp. 04021041). ASCE.
  11. Garrow, L. A.; Chen, Z.; Ilbeigi, M.; Lurkin, V. (2020). A new twist on the gig economy: conducting surveys on Amazon Mechanical Turk. Transportation (1 ed., vol. 47, pp. 23--42). Springer US.
  12. Ilbeigi, M.; Pawar, B. (2020). A probabilistic model for optimal bridge inspection interval. Infrastructures (6 ed., vol. 5, pp. 47). Multidisciplinary Digital Publishing Institute.
  13. Ilbeigi, M.; Jagupilla, S.. An Empirical Analysis of Association Between Socioeconomic Factors and Communities' Vulnerability to Natural Disasters. Sustainability (6 ed., vol. 12, pp. 6342). MDPI.
  14. Ilbeigi, M.; Jagupilla, S. C. (2020). An Empirical Analysis of Association between Socioeconomic Factors and Communities’ Exposure to Natural Hazards. Sustainability (16 ed., vol. 12, pp. 6342). MDPI.
  15. Ilbeigi, M.; Ebrahimi Meimand, M. (2020). Statistical forecasting of bridge deterioration conditions. Journal of Performance of Constructed Facilities (1 ed., vol. 34, pp. 04019104). American Society of Civil Engineers.
  16. Ilbeigi, M. (2019). Statistical process control for analyzing resilience of transportation networks. International journal of disaster risk reduction (vol. 33, pp. 155--161). Elsevier.
  17. Ilbeigi, M.; Lurkin, V.; Garrow, L. A. (2019). Using Internet-based marketplaces to conduct surveys: An application to airline itinerary choice models. Transportation Research Part C: Emerging Technologies (vol. 103, pp. 129--141). Pergamon.
  18. Ilbeigi, M.; Dilkina, B. (2018). Statistical approach to quantifying the destructive impact of natural disasters on petroleum infrastructures. Journal of Management in Engineering (1 ed., vol. 34, pp. 04017042). American Society of Civil Engineers.
  19. Ilbeigi, M.; Castro-Lacouture, D. (2017). Effects of price-adjustment clauses on number of bidders and dispersion of bid prices in highway construction. Journal of Management in Engineering (4 ed., vol. 33, pp. 04017013). American Society of Civil Engineers.
  20. Ilbeigi, M.; Castro-Lacouture, D.; Joukar, A. (2017). Generalized autoregressive conditional heteroscedasticity model to quantify and forecast uncertainty in the price of asphalt cement. Journal of management in engineering (5 ed., vol. 33, pp. 04017026). American Society of Civil Engineers.
  21. Ilbeigi, M.; Ashuri, B.; Joukar, A. (2017). Time-series analysis for forecasting asphalt-cement price. Journal of Management in Engineering (1 ed., vol. 33, pp. 04016030). American Society of Civil Engineers.
  22. Ilbeigi, M.; Ashuri, B.; Shayegh, S. (2016). Price adjustment clauses and submitted bid prices for major asphalt line items in highway projects. Journal of Construction Engineering and Management (5 ed., vol. 142, pp. 04015103). American Society of Civil Engineers.

Courses

CE-399 Civil Engineering Project Management
CM-516 Infrastructure Systems: Sustainability and Resiliency
CM-529 Construction Project Scheduling
CM-533 Automation in Construction