You can find full list of publication from GoogleScholar 

International 

• Ansari, F. A., Pani, A., Oh, S., & Mohapatra, S. S. (2025). Systematic review and meta-analysis exploring safety performance measures of work zone. International Journal of Injury Control and Safety Promotion, 1-14.  

• Bae, J., Pani, A., Balla, S. N., & Oh, S. (2025). Machine Learning Approach for Ex-Post Evaluation of Road Traffic Collision Severity Trends. Transportation Research Record, 03611981241302340 (Volume 2679, Issue 5).

• Jung, C., Yim, S., Park, G., Oh, S., & Jang, Y. (2024). CATOM: Causal Topology Map for Spatiotemporal Traffic Analysis with Granger Causality in Urban Areas. IEEE Transactions on Visualization and Computer Graphics. 

• Calabrò, G., Araldo, A., Oh, S., Seshadri, R., Inturri, G., & Ben-Akiva, M. (2023). Adaptive transit design: Optimizing fixed and demand responsive multi-modal transportation via continuous approximation. Transportation Research Part A: Policy and Practice, 171, 103643.

• Nguyen-Phuoc, D. Q., Zhou, M., Chua, M. H., Alho, A. R., Oh, S., Seshadri, R., & Le, D. T. (2023). Examining the effects of Automated Mobility-on-Demand services on public transport systems using an agent-based simulation approach. Transportation Research Part A: Policy and Practice, 169, 103583.

• Oh, S., Kondor, D., Seshadri, R., Le, D. T., Alho, A. R., Zhou, M., & Ben-Akiva, M. (2022). Exploring the operational characteristics of ride-sourcing in an urban area. Research in Transportation Business & Management, 43, 100827. (Preprint: https://arxiv.org/abs/2011.07673)

• Alho, A., Oh, S., Seshadri, R., Dalla Chiara, G., Chong, W.H., Sakai, T., Cheah, K, Ben-Akiva, M. (2022). An agent-based simulation assessment of freight parking demand management strategies for large urban freight generators. Research in Transportation Business & Management, 43, 100804.

• Alho, A., Sakai, T., Oh, S., Cheng, C., Seshadri, R., Chong, W., Hara, Y., Caravias, J., Cheah L., Ben-Akiva, M. (2021). A Simulation-Based Evaluation of a Cargo-Hitching Service for E-Commerce Using Mobility-on-Demand Vehicles, Future Transportation, 1(3), 639-656

• Oh, S., Lentzakis, A. F., Seshadri, R., Ben-Akiva, M. (2021). Impacts of Automated Mobility-on-Demand on traffic dynamics, energy and emissions: A case study of Singapore, Simulation Modelling Practice and Theory, Vol. 110, pp.1-17 

• Oh, S., Seshadri, R., Azevedo, C., Kumar, N., Basak, K., Ben-Akiva, M. (2020). Assessing the Impacts of Automated Mobility-on-Demand through Agent-based Simulation: A Study of Singapore, Transportation Research Part A: Policy and Practice, Vol. 138, pp.367-388

• Oh, S., Seshadri, R., Le, T. D., Zegras, C., Ben-Akiva, M. (2020). Evaluating Automated Demand Responsive Transit using Microsimulation, IEEE Access, Vol. 8., pp.82551-82561 

• Oh, S., Seshadri, R., Azevedo, C., Ben-Akiva, M. (2019). Demand Calibration of Multimodal Microscopic Traffic Simulation using W-DSPSA, Journal of the Transportation Research Board: Transportation Research Record, No. 2673(5), pp.503-514 

• Oh, S., Byon, Y. J., Jang, K., Yeo, H. (2018). Short-term travel-time prediction on highway: A review on model-based approach. KSCE Journal of Civil Engineering, 22(1), pp.298-310 

• Azevedo, C., Deshmunk, N., Marimuthu, B., Oh, S., Basak, K., Toledo, T., Peh, L., Ben-Akiva, M. (2017). SimMobility Short-term: An Integrated Microscopic Mobility Simulator, Journal of the Transportation Research Board: Transportation Research Record, 2622(1), pp.13-23 

• Tak, S., Kim, S., Oh, S., Yeo, H. (2016). Development of a Data-driven Framework for Real-time Travel Time Prediction, Computer‐Aided Civil and Infrastructure Engineering 31 (10), 777-793 

• Oh, S., Byon, Y., Yeo, H. (2016). Improvement of Search Strategy with K-Nearest-Neighbors Approach for Traffic State Prediction. IEEE Transactions on Intelligent Transportation Systems, Vol. 17 (4), pp.1146-1156 

• Oh, S., Yeo, H. (2015). Impact of Stop-and-go Waves and Lane Changes on Discharge Rate in Recovery Flow. Transportation Research Part B: Methodological, Vol. 77, pp.88-102 

• Oh, S., Byon, Y., Jang, K., Yeo, H. (2015). Short-term Travel-time Prediction on Highway: A Review of Data-driven Approach, Transport Reviews, Vol. 35, No. 1, pp.4-32 

• Oh, S., Yeo, H., (2012). Estimation of Capacity Drop in Highway Merging Sections. Journal of the Transportation Research Board: Transportation Research Record, No. 2286(1), pp.111-121 

Domestic

• 오시몬, 조충호, 디지털트윈을 이용한 스마트시티 도시행정, TTA 저널 196호

International 

• Sangkuk Kim, Simon Oh. (2025). Population Synthesis using Deep Generative Models for Agent-based Simulations, 10th International Symposium on Dynamic Traffic Assignment - September 16th-18th, 2025 

• Calabrò, G., Araldo, A., Oh, S., Seshadri, R., Inturri, G., Ben-Akiva, M. (2021) Integrating Fixed and Demand-responsive Transportation for Flexible Network Design, 100th Annual Meeting of Transportation Research Board, Jan. 2021, Washington D.C. (Preprint: https://hal.archives-ouvertes.fr/hal-02999896/document)

• Chen, S., Prakash, A. A., Seshadri, R., Oh, S., Ben-Akiva, M. (2020). Calibrating Activity-based Model Systems using Time Dependent Count Data, 99th Annual Meeting of Transportation Research Board, 12-16 Jan. 2020, Washington D.C.

• Duy Nguyen, Diem-Trinh Le, Ravi Seshadri, Simon Oh, Kakali Basak, Christopher Zegras, Joseph Ferreira and Moshe Ben-Akiva (2019) Modelling the impact of on demand minibus services on urban mobility - A case study of Singapore, 16th International Conference on Competition and Ownership in Land Passenger Transport, August 25-30, 2019, Singapore

• Alho, A., Sakai, T., Oh, S., Seshadri, R., Chong, W., Caravias, J., Cheah L., Ben-Akiva, M. (2019) Tapping Into the Ride-Hailing’s Sparse Capacity to Move Parcels, How Much Freight Can Be Moved? Are Passengers Affected? The 3rd International Symposium on Multimodal Transportation, 6-7 Dec. 2019, Singapore

• Le, T. D., Nguyen-Phuoc, D. Q, Meng, Z., Oh, S., Seshadri, R., Zegras, P., Fereirra, J., Ben-Akiva, M. (2019, October). Simulating Multi-scaled Impacts of Automated Mobility-on-Demand Services. In 2019 IEEE Intelligent Transportation Systems Conference, ITSC (pp.1245-1250). IEEE. (Preprint: https://dspace.mit.edu/handle/1721.1/125645)

• Oh, S., Seshadri, R., Azevedo, C., Ben-Akiva, M. (2019). Demand Calibration of Multimodal Microscopic Traffic Simulation using W-DSPSA, 98th Annual Meeting of Transportation Research Board, 13-17 Jan. 2019, Washington D.C.

• Azevedo, C., Oh, S., Deshmunk, N., Marimuthu, B., Basak, K., Toledo, T., Peh, L., Ben-Akiva, M. (2017). SimMobility Short-term: An Integrated Microscopic Mobility Simulator, 96th Annual Meeting of Transportation Research Board, 8-12 Jan. 2017, Washington D.C. (Preprint: https://dspace.mit.edu/handle/1721.1/117194)

• Oh, S., Byon, Y., Yeo, H. (2015). The Impact of Transition and Oscillation on Highway Performance with Section-based Approach, In Proceedings of 18th International IEEE Conference on Intelligent Transportation Systems: Smart Mobility for Safety and Sustainability, 15-18 Sep. 2015, Las Palmas de Gran Canaria, Spain

• Oh, S. and Yeo, H. (2014). Development of Real-time Accident Queue Length Model using Traffic Information, The 70th Conference of Korean Society of Transportation, 21-22 Feb. 2014, Seoul, Korea. (교통정보를 활용한 실시간 사고 지체길이 산정 모형 개발, 대한교통학회)

• Ahn, Y., Oh, S., Yeo, H. (2013). The Agent-based Simulation Study of Estimating the Charging Infrastructure System to Introduce EV-Taxi in Daejeon. The 26th International KKHTCNN Symposium on Civil Engineering, 18-20 Nov. 2013, Singapore.

• Kim, S., Oh, S., Suh, J, Kyungsoo Yu, Yeo, H. (2013). Study on the Structure of Safety Performance Indicators for Airline Companies, Proceedings of the Eastern Asia Society for Transportation Studies, Vol.9, 9-12 Sep. 2013, Taipei, Taiwan.

• Kim, K., Yeo, H., and Oh, S. (2012). The Effect of Transient Traffic Conditions on Drivers’ Car-following Behavior after Lane-changing Events. The 25th International KKCNN Symposium on Civil Engineering, 22-24 Oct. 2012, Busan, Korea.

• Oh, S. and Yeo, H. (2012). Microscopic Analysis on the Causal Factors of Capacity Drop in Highway Merging Sections, 91st Annual Meeting of Transportation Research Board, 22-26 Jan. 2012, Washington D.C.

• Oh, S. and Yeo, H. (2012). Estimation of Capacity Drop in Highway Merging Sections, 91st Annual Meeting of Transportation Research Board, 22-26 Jan. 2012, Washington D.C.

• Oh, S. and Yeo, H. (2011). A Study on the Relationship between Capacity Drop and the Number of Lanes in Freeway Merging Sections, Proceedings of the Eastern Asia Society for Transportation Studies, Vol.8, 20-23 June 2011, Jeju, Korea

Domestic

• 황희선, 이지오, 윤선준, 오시몬 (2025). ROS를 활용한 BRT 정류장 인근 보행자 실시간 안전 관제 시스템, 한국ITS학회 2025년도 추계학술대회 (학부논문경진대회 대상)

• 이지오, 김상국, 최문영, 서지훈, 오시몬 (2025). 대중교통 서비스 지표 개발을 통한 지역 격차 분석, 한국ITS학회 2025년도 추계학술대회 (우수논문상)

• 이지오, 황희선, 윤선준, 김바다, 김상국, 노병준, 가동호, 오시몬 (2025). BRT 인근 보행안전을 위한 실시간 영상분석 시스템 구축. 대한교통학회 제93회 추계학술대회

• 김상국, 김석준, 오시몬 (2025). 심층 생성 모델을 활용한 합성인구 생성: 실험 및 적용. 대학교통학회 제93회 추계학술대회 

• 행위자 기반 시뮬레이션을 위한 생성형 AI 기반 합성인구 생성: 대전-세종 광역권 적용사례. 한국ITS학회 학술대회 2025 

• 김상국, 오시몬. (2024). 드론 기반 교통영상 인식 성능 향상을 위한 학습법 비교연구. 대한교통학회 추계 학술대회, 53-53. 

• 지속가능한 도로교통을 위한 디지털트윈 추진: 싱가포르 사례, 국토연구원 도로정책브리프 제173호 (2025.08)

• 세종 지역혁신클러스터 융복합단지연구회 (2분과: 오시몬, 서진석, 소재현), 세종시 자율주행 기반의 대중교통 도입 방안 (2022.12)

• 한국건설기술연구원 (객원연구원: 오시몬), 이동형 영상 기반 지능형 도로 상황분석 시스템 연구(드론 영상 기반의 교통정보 모니터링과 활용방안) (2022.12)

• SMART-FM (Ravi Seshadri, Simon Oh, Moshe Ben-Akiva), Autonomous Mobility on Demand Systems’ Impact on Transportation in Singapore: Technical Report in Singapore (L2NIC 3B, Fund: MoT, LTA)

• SMART-FM (Le Thi Diem Trinh, Zhou Meng, Nguyen Phuoc Quy Duy, Simon Oh and the rest of SMART team), Studying Autonomous Vehicles Policies with Urban Planning of Toa Payoh in Singapore : Technical Report (L2NIC 2B)

• 한국건설기술연구원, 미래 국토교통 R&D 환경변화 대응 및 선도를 위한 전략 수립 연구 (2017.12)

• 한국건설기술연구원 (연구책임: 백종대), 차세대 초고속 이동체계(Hyperloop) 기반 기술 개발 (2017.12)

• 오시몬, 이지오, 황희선, 윤선준, “중앙버스전용차로 환경의 CCTV 영상을 이용한 CVAE 기반의 이동체 궤적 예측 및 충돌 위험 감지 방법”, 특허출원: 10-2025-0185626 (2025.11.28)

• 오시몬, 이지오, 황희선, 윤선준, "ROS를 활용한 버스 정류장 인근 보행자 실시간 안전 관제 시스템", 특허출원:  10-2025-0185625 (2025.11.28)