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Journal Publications

2025

  • Batista, S., Cantelmo, G., Menendez, M., Antoniou, C., Leclercq, L. (2025) Activity-based User Equilibrium considering aggregated traffic dynamics emulated using the Macroscopic Fundamental Diagram, Transportation Research Part C: Emerging Technologies, 171 (2025): 104980. DOI: 10.1016/j.trc.2024.104980.
  • Ganguly, S., Mukherjee, H., Marciano, M., Dhar, A., Roy, K. (2025) SPolDB: an audio dataset for artificial intelligence-based identification of noise pollutants. Int. J. Environ. Sci. Technol. DOI: 10.1007/s13762-024-06323-y.
  • Khan, Z.S., Menendez, M. (2025) No time for stopping: A Stop-Less Autonomous Modular (SLAM) bus service. Transportation Research Part C: Emerging Technologies, 171 (2025): 104888. DOI: 10.1016/j.trc.2024.104888
  • Lalropuia, K.C., Goyal, S., García de Soto, B., Yao, D., Sonkor, M. S. (2025). Mitigating Malicious Insider Threats to Common Data Environments in the Architecture, Engineering, and Construction Industry: An Incomplete Information Game Approach. Journal of Cybersecurity and Privacy, 5(1), 5. DOI: 10.3390/jcp5010005
  • Memon, S., Makovi, K., AlShebli, B. (2025) Characterizing the effect of retractions on publishing careers. Nature Human Behavior. DOI: 10.1038/s41562-025-02154-0
  • Yi, H., Liu, Y., Zhan, Y., Yu, X., Menendez, M. (2025) Leveraging battery-to-battery in-motion charging technology to support intercity travel for electric vehicles. IEEE Transactions on Transportation Electrification. DOI: 10.1109/TTE.2024.3521902
  • Yi, H., Liu, Y., Yang, H., Menendez, M. (2025) Charging-on-the-move public transit systems constituted by modular trolleybuses and modular buses. IEEE Transactions on Transportation Electrification. DOI: 10.1109/TTE.2024.3442084.

2024

  • Abdelghaffar, H., Menendez, M. (2024) Influential control parameters for autonomous vehicles in a mixed environment. IEEE Open Journal of Vehicular Technology, 5 (2024): 927-939. DOI: 10.1109/OJVT.2024.3426989. 
  • Abdelghaffar, H.M., Batista, S., Rehman, A., Cao, J., Menendez, M., Jabari, S. (2024) Comparison of probabilistic cruising-for-parking time estimation models. Transportation Research Part A: Policy and Practice, 184 (2024): 104064. DOI: 10.1016/j.tra.2024.104064.
  • Abouzied, A., Beasley, C. (2024) Pipe(line) Dreams: Fully Automated End-to-End Analysis and Visualization. Association for Computing Machinery. DOI: 10.1145/3665939.366596.
  • Al-Gergawi, A., Al-Memari, M., Vaughan, G., Burt, J. A. (2024). The growing role of women in coral reef research in the Gulf Cooperation Council. Biological Conservation, 289, 110411. DOI: 10.1016/j.biocon.2023.110411.
  • Dahy, B., Al-Memari, M., Al-Gergawi, A., Burt, J. A. (2024) Remote sensing of 50 years of coastal urbanization and environmental change in the Arabian Gulf: a systematic review. Front. Remote Sens, 5:1422910. DOI: 10.3389/frsen.2024.1422910
  • Deng, H., Hu, Q., Guan, C., Chen,  Y. S., Menendez, M. (2024) Building a government-owned open data platform for connected and autonomous vehicles. Cities, 149 (2024): 104918. DOI: 10.1016/j.cities.2024.104918.
  • Diabat, A., Bianchessi, N., Archetti, C. (2024) On the zero-inventory-ordering policy in the inventory routing problem. European Journal of Operational Research, 312(3), pp.1024-1038. DOI: 10.1016/j.ejor.2023.07.013.
  • Firth, L. B., Bone, J., Bartholomew, A., Bishop, M. J., Bugnot, A., Bulleri, F., Burt, J. A., Knights, A. M. (2024) Coastal greening of grey infrastructure: an update on the state-of-the-art. Maritime Engineering. DOI: 10.1680/jmaen.2023.003
  • Genser, A., Makridis, M. A., Yang, K., Ambühl, L., Menendez, M., Kouvelas, A. (2024) Time-to-Green predictions for fully-actuated signal control systems with supervised learning. IEEE Transactions on Intelligent Transportation Systems, 25 (7): 7417-7430. DOI: 10.1109/TITS.2023.3348634.
  • Greene, H.C., Makovi, K., Abdul-Mumin, R., Bansal, A., Frimpong, J.A. (2024) Challenges in the distribution of antimicrobial medications in community dispensaries in Accra, Ghana. Plos One Journal. DOI: 10.1371/journal.pone.0281699. 
  • Jabari, S.E. (2024) Countering adversarial perturbations in graphs using error correcting codes. Physical Review E, Vol. 110, No. 4, 044304. DOI: 10.48550/arXiv.2406.14245
  • Kargar-Barzi1, A., Farahmand, E., Chatrudi., N. T.,  Mahani, A., Shafique, M. (2024) An Edge-based WiFi Fingerprinting Indoor Localization Using Convolutional Neural Network and Convolutional Auto-Encoder. IEEE Access. DOI: 10.48550/arXiv.2303.03699
  • Khan, Z.S., Menendez, M. (2024) A seamless bus network without external transfers using autonomous modular vehicles. Transportation Research Part C: Emerging Technologies, 168 (2024): 104822. DOI: 10.1016/j.trc.2024.104822
  • Laouenan, M., Bhargava, P., Eyméoud, J.B., Gergaud, O., Plique, G., Wasmer, E. (2024) A cross-verified database of notable people, 3500BC-2018AD. Scientific Data, 9(1), p. 290. DOI: 10.21410/7E4/RDAG3O. 
  • Mai, A.,  Wang, P., Abouzied, A., Brucato, M., Haas, J.P., Meliou, A. (2024) Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization. Proceedings of the VLDB Endowment, Vol. 17, Issue 5. DOI: 10.14778/3641204.3641222.
  • Mannem, K., Mengiste, E., Hasan, S., García de Soto, B., Sacks, R. (2024) Smart audio signal classification for tracking of construction tasks. Science Direct, Vol. 165, 105485. DOI: 10.1016/j.autcon.2024.105485.
  • Mannino, M., Garcia, J., Hazim, R., Abouzied, A., Papotti, P. (2024) Data Void Exploits: Tracking & Mitigation Strategies. CIKM 2024: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, pp.1627-1637. DOI: 10.1145/3627673.3679781.
  • Mantha, B., Sonkor, M.S., García de Soto, B. (2024) Investigation of the Cyber Vulnerabilities of Construction Networks Using an Agent-Based Model. Developments in the Built Environment, Vol. 18, 100452. DOI: 10.1016/j.dibe.2024.100452.
  • Mulumba, T., Diabat A. (2024) Optimization of the drone-assisted pickup and delivery problem, Transportation Research Part E: Logistics and Transportation Review, 181: 103377. DOI: 10.1016/j.tre.2023.103377.
  • Oudah, M., Makovi, K., Gray, K., Battu, B., Rahwan, T. (2024) Perception of experience influences altruism and perception of agency influences trust in human–machine interactions. Scientific Reports. 2024. DOI: 10.1038/s41598-024-63360-w.
  • Parn, E., Ghadiminia, N., García de Soto, B., Oti-Sarpong, K. (2024) A Perfect Storm: Digital Twins, Cybersecurity, and General Contracting Firms. Developments in the Built Environment. DOI: 10.1016/j.dibe.2024.100466
  • Prieto, S. A., Xu, X., García de Soto, B. (2024) A Guide for Construction Practitioners to Integrate Robotic Systems in Their Construction Applications. Frontiers in Built Environment-Construction Management, Vol. 10. DOI: 10.3389/fbuil.2024.1307728.
  • Prieto, S.A., Giakoumidis, N., García de Soto, B. (2024) Multi-agent robotic systems and exploration algorithms: Applications for data collection in construction sites. Journal of Field Robotics, 41(4) DOI: 10.1002/rob.22316.
  • Saavedra, M., Muñuzuri, A.P., Menendez, M., Balsa-Barreiro, J. (2024) Analyzing macroscopic traffic rhythms and city size in affluent cities: Insights from a global panel data of 25 cities. Philosophical Transactions of the Royal Society A, 382: 20240102. DOI: 10.1098/rsta.2024.0102.
  • Shurabb, S., Guerra-Manzanares, A., Shamout, F. (2024) Multimodal masked siamese network improves chest X-ray representation learning. Scientific Reports, 14, 22516. DOI: 10.1038/s41598-024-74043-x.
  • Singh, I., Celik, K. (2024) Influence of Supercritical Carbon Dioxide (scCO2) Curing on Carbonation and Strength Development of Brucite Recovered from Desalination Reject Brine. Journal of CO2 Utilization, Vol. 79, 102657. DOI: 10.1016/j.jcou.2023.102657. 
  • Sonkor, M.S., García de Soto, B. (2024) Using ChatGPT in Construction Projects: Unveiling Its Cybersecurity Risks Through a Bibliometric Analysis. International Journal of Construction Management. DOI: 10.1080/15623599.2024.2355782.
  • Sun, S., Batista, S. F. A., Menéndez, M., Wang, Y., Zhang, S. (2024) Powering up urban mobility: A comparative study of energy efficiency in electric and diesel buses across various lane configurations. Sustainable Cities and Society, 101, 105086. DOI: 10.1016/j.scs.2023.105086.
  • Thonnam Thodi, B., Ambadipudi, S., Jabari, S.E. (2024) Fourier neural operator for learning weak solutions of nonlinear scalar hyperbolic PDEs: Numerical experiments and generalization results. Transportation Research Part C: Emerging Technologies. DOI: 10.48550/arXiv.2302.08144.
  • Wang, D., Bazzi, A., Chafii, M. (2024) Joint Target Detection and Localization RIS-aided Integrated Sensing and Communication Systems. IEEE Transactions on Signal Processing. DOI: 10.3389/frsip.2023.1197240
  • Wang, Y., Li, W., Alam, M., Maniatakos, M., Jabari, S.E. (2024) Backdozer: A backdoor detection methodology for DRL-based traffic controllers. ACM Journal on Autonomous Transportation Systems. DOI: 10.1145/3639828.
  • Wang, Y., Li, W., Sarkar, E., Shafique, M., Maniatakos, M., Jabari, S.E. (2024) A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. IEEE Transactions on Artificial Intelligence, Vol. 5, Issue 7. DOI: 10.1109/TAI.2024.3373720
  • Wu, K., García de Soto, B. (2024). Spatio-temporal optimization of construction elevator planning in high-rise building projects. Developments in the Built Environment, Vol. 17. DOI: 10.1016/j.dibe.2024.100328.
  • Wu, K., Prieto, S.A., Mengiste, E., García de Soto, B. (2024) Automated Quality Inspection of Formwork Systems Using 3D Point Cloud Data. Buildings, 14(4), 1177. DOI: 10.3390/buildings14041177. 
  • Xu, Y., Coplin, A., Su, P. H., Makovi, K. (2024) Contested membership: experimental evidence on the treatment of return migrants to mainland China during the COVID-19 pandemic. Journal of Ethnic and Migration Studies, 1–22. DOI: 10.1080/1369183X.2024.2332743. 
  • Yao, D., García de Soto, B. (2024) Cyber Risk Assessment Framework for the Construction Industry Using Machine Learning Techniques. Buildings 14, no. 6: 1561. DOI: 10.3390/buildings14061561.
  • Yao, D., García de Soto, B. (2024) Assessing Cyber Risks in Construction Projects: A Machine Learning-Centric Approach. Journal of Developments in the Built Environment. DOI: 10.1016/j.dibe.2024.100570
  • Helbing, D., Mahajan, S., Carpentras, D., Menendez, M., Pournaras, E., Thurner, S., Verma, T., Arcaute, E., Batty, M., Bettencourt, L.M.A. (2024) Editorial: Co-creating the future: Participatory cities and digital governance, Philosophical Transactions of the Royal Society A, 382 (2285): 20240113. DOI: 10.1098/rsta.2024.0113 

2023

  • Abascal, M., Makovi, K., Xu, Y. (2023) Politics, not vulnerability: Republicans discriminated against Chinese-born Americans throughout the COVID-19 pandemic. Journal of Race, Ethnicity and Politics, 1-22. DOI: 10.1017/rep.2022.28.
  • Abdelghaffar, H., Chaqfeh, M., Fejzic, N., Rahwan, T.,  Zaki, Y., Menendez, M. (2023) Leveraging autonomous vehicles to tally cooperative driving behavior, IEEE Access, 11: 25455-25466. DOI: 10.1109/ACCESS.2022.3231134.
  • Ambühl, L., Menendez, M., González, M. C. (2023) Understanding congestion propagation by combining percolation theory with the macroscopic fundamental diagram. Communications Physics, 6(1), 26. DOI: 10.3929/ethz-b-000584669.
  • Atkins, R. M., Hernández-Lagos, P., Jara-Figueroa, C., Seamans, R. (2023) JUE Insight: What is the impact of opportunity zones on job postings? Journal of Urban Economics, 103545. DOI: 10.1016/j.jue.2023.103545.
  • Ayyagari, R., Chen, Q., de Soto, B. G. (2023). Quantifying the impact of concrete 3D printing on the construction supply chain. Automation in Construction, 155, 105032. DOI: 10.1016/j.autcon.2023.105032.
  • Balsa-Barreiro, J., Valero-Mora, P. M., Menendez, M., Mehmood, R. (2023) Extraction of naturalistic driving patterns with geographic information systems, Mobile Networks and Applications, 28 (2023): 619-635. DOI: 10.1007/s11036-020-01653-w. 
  • Balsa-Barreiro, J., Wang, S., Tu, J., Li, Y., Menendez, M. (2023) The nexus between innovation and environmental sustainability. Frontiers in Environmental Science, 11, 1194703. DOI: 10.3389/fenvs.2023.1194703.
  • Batista, S. F., Ameli, M., Menendez, M. (2023) On the Characterization of Eco-Friendly Paths for Regional Networks. IEEE Open Journal of Intelligent Transportation Systems, 4, 204-215. DOI: 10.1109/OJITS.2023.3254886.
  • Bramich, D. M., Menendez, M., Ambühl, L. (2023) FitFun: A modelling framework for successfully capturing the functional form and noise of observed traffic flow–density–speed relationships. Transportation research part C: emerging technologies, 151, 104068. DOI: 10.1016/j.trc.2023.104068.
  • Dahy, B., Issa, S., Saleous, N. (2023) Geo-spatial modelling of carbon stock assessment of date palm at different age stages: An integrated approach of fieldwork, remote sensing and GIS. Ecological Modelling, 481, 110377. DOI: 10.1016/j.ecolmodel.2023.110377.
  • Genser, A., Makridis, M. A., Yang, K., Abmühl, L., Menendez, M., Kouvelas, A. (2023) A traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system. Data in brief, 48, 109117. DOI: 10.1016/j.dib.2023.109117.
  • Gopee, M. A., Prieto, S. A., García de Soto, B. (2023) Improving autonomous robotic navigation using IFC files. Construction Robotics, 1-17. DOI: 10.1007/s41693-023-00112-8.
  • Guglielminetti, E., Lalive, R., Ruh, P., Wasmer, E. (2023) Home sweet home? Job search with commuting and unemployment insurance. Hal Open Science, hal-03950253. DOI: 10.1016/j.labeco.2024.102537.
  • Guerra-Manzanares, A., Lopez, L. J. L., Maniatakos, M., Shamout, F. E. (2023). Privacy-preserving machine learning for healthcare: open challenges and future perspectives. International Workshop on Trustworthy Machine Learning for Healthcare, 25-40. DOI: 10.1007/978-3-031-39539-0_3.
  • Gyorgy, A., Marlow, T., Abrahao, B., Makovi, K. (2023). Segregated mobility patterns amplify neighborhood disparities in the spread of COVID-19. Network Science, 1-20. DOI: 10.1017/nws.2023.6.
  • Guesmi, A., Hanif, M.A., Shafique, M. (2023) Advrain: Adversarial raindrops to attack camera-based smart vision systems. Information Journal: Special Section on Artificial Intelligence-Security and Privacy for Artificial Intelligence: Opportunities and Challenges. DOI: 10.48550/arXiv.2303.01338.
  • Hay, R., Celik, K. (2023) Effects of water-to-binder ratios (w/b) and superplasticizer on physicochemical, microstructural, and mechanical evolution of limestone calcined clay cement (LC3). Construction and Building Materials, 391, 131529. DOI: 10.1016/j.conbuildmat.2023.131529.
  • Hay, R., Celik, K. (2023) Performance enhancement and characterization of limestone calcined clay cement (LC3) produced with low-reactivity kaolinitic clay. Construction and Building Materials, 392, 131831. DOI: 10.1016/j.conbuildmat.2023.131831.
  • Hay, R., Khalil, A., Otchere, C., Alanis, S., Celik, K. (2023) Proportioning, Carbonation, Performance Assessment, and Application of Reactive Magnesium Oxide Cement–Based Composites with Superplasticizers. Journal of Materials in Civil Engineering, 35(2), 04022405. DOI: 10.1061/(ASCE)MT.1943-5533.0004552. 
  • Hay, R., Peng, B., Celik, K. (2023) 3D shape analysis of lunar regolith simulants. Powder Technology, Volume 426, 118621. DOI: 10.1016/j.powtec.2023.118621.
  • Hay, R., Khalil, A., Otchere, C., Alanis, S., Celik, K. (2023) Proportioning, performance assessment, and architectural application of reactive magnesium oxide (MgO) cement (RMC)-based mixture. Journal of Materials in Civil Engineering, Volume 35(2), 04022405. DOI: 10.1061/(ASCE) MT.1943-5533.0004552.
  • Hay, R., Peng, B., Celik, K. (2023) Filler effects of CaCO3 polymorphs derived from limestone and seashell on hydration and carbonation of reactive magnesium oxide (MgO) cement (RMC). Cement and Concrete Research, 164, 107040. DOI: 10.1016/j.cemconres.2022.107040. 
  • Ibrahim, H. etal. (2023) Perception, performance and detectability of conversational artificial intelligence across 32 university courses, Scientific Reports, 13:12187. DOI: 10.1038/s41598-023-38964-3. 
  • Imbs, J., Pauwels, L. (2023) An empirical approximation of the effects of trade sanctions with an application to Russia. Economic Policy, eiad027. DOI: 10.1093/epolic/eiad027.
  • Kantheepan, Y., Chen, Q., García de Soto, B. (2023) Utilizing Augmented Reality for The Assembly and Disassembly of Panelized Construction, Journal of Information Technology in Construction (ITcon). DOI: 10.36680/j.itcon.2023.030.
  • Khan, Z. S., Menendez, M. (2023) Bus Splitting Bus Holding: A New Strategy Using Autonomous Modular Buses For Preventing Bus Bunching,​ Transportation Research Part A: Policy and Practice, 177 (2023): 103825. DOI: 10.2139/ssrn.4356986.
  • Khan, Z. S., He, W., Menendez, M. (2023) Application of modular vehicle technology to mitigate bus bunching. Transportation Research Part C: Emerging Technologies, 146, 103953. DOI: 10.1016/j.trc.2022.103953.
  • Khelifati, A., Khayati, M., Dignös, A., Difallah, D., Cudré-Mauroux, P. (2023)  Benchmarking Time Series Database Systems for Monitoring Applications. VLDB Endowment, Volume 16(11), 3363-3376. DOI: 10.14778/3611479.3611532.
  • Liu, H., Yang, M., Guan, C., Chen, Y. S., Keith, M., You, M., Menendez, M. (2023) Urban infrastructure design principles for connected and autonomous vehicles: a case study of Oxford, UK. Computational Urban Science, 3(1), 34. DOI: 10.1007/s43762-023-00110-0.
  • Liu, J., Zheng, F., Wei, M., Bai, L., Jabari, S. (2023) A Linearizing Transformation-Based Evaluation Approach of the Fundamental Diagram. Transportation Research Record, 03611981231166385. DOI: 10.1177/03611981231166385.
  • Mai, A., Gupta, N., Abouzied, A., Shasha, D. (2023) Planning multiple epidemic interventions with reinforcement learning. arXiv preprint arXiv:2301.12802. DOI: 10.48550/arXiv.2301.12802. 
  • Makovi, K., Sargsyan, A., Li, W., Bonnefon, J.F., Rahwan, T.  (2023) Trust within human-machine collectives depends on the perceived consensus about cooperative norms. Nature Communications, 14:3108. DOI: 10.1038/s41467-023-38592-5.
  • Marchisio, A., Nanfa, G., Khalid, F., Hanif, M. A., Martina, M., Shafique, M. (2023) SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacks. Microprocessors and Microsystems, 96, 104738. DOI: 10.1016/j.micpro.2022.104738.
  • Marlow, T., Makovi, K. (2023) Non-transformative climate policy options decrease conservative support for renewable energy in the US. Environmental Research Letters, 18(2), 024002. DOI: 10.1088/1748-9326/acaf3c/meta.
  • Marlow, T., Makovi, K., Abrahao, B. (2023) Durable change in U.S. urban mobility networks 2019-2022, Socius, 9. DOI: 10.1177/23780231231198857.
  • Mengiste, E., Mannem, K. R., Prieto, S. A., Garcia de Soto, B. (2023) Transfer-Learning and Texture Features for Recognition of the Conditions of Construction Materials with Small Data Sets. Journal of Computing in Civil Engineering, 38(1), 04023036. DOI: 10.1061/JCCEE5.CPENG-5478.
  • Mirza, S., Begum, L., Niu, L., Pardo, S., Abouzied, A., Papotti, P., Pöpper, Ch. (2023) Tactics, Threats & Targets: Modeling Disinformation and its Mitigation. The Network and Distributed System Security (NDSS) (accepted). DOI: 10.14722/ndss.2023.23657. DOI: 10.14722/ndss.2023.23657. 
  • Nujoom, R. Mohammed, A., Diabat, A. (2023) Manufacturing system reconfiguration towards sustainable production: a novel hybrid optimization methodology. Environmental Science and Pollution Research, 30(51), pp.110687-110714. DOI: 10.1007/s11356-023-29233-x.
  • Peng, B., Hay, R., Celik, K. (2023) 3D shape analysis of lunar regolith simulants. Powder Technology, 426, 118621. DOI: 10.1016/j.powtec.2023.118621.
  • Prieto, S. A., Mengiste, E. T., Garcia de Soto, B. (2023) Investigating the use of ChatGPT for the scheduling of construction projects. Buildings, 13(4), 857. DOI: 10.3390/buildings13040857.
  • Rondon, M., Ewane, E.B., Abdullah, M.M., Watt, M.S., Blanton, A., Abulibdeh, A., Burt J.A., Rogers, K., Ali, T., Reef, R., Mohtar, R., Sidik, F., Fahrenberg, M., de-Miguel, S., Galgamuwa, G.A.P., Charabi, Y.A.R, Arachchige, P.S.P., Velasquez-Camacho, L.F., Al-Awadhi, T., King, S., Srinivasan, S., Jaafar, W., Montenegro, J.F., Karakasidou, E., Pons, J., Abbady, M.J., Cardil, A., Doaemo, W., Mohan, M. (2023) Remote sensing-based assessment of mangrove ecosystems in the Gulf Cooperation Council countries: a systematic review. Frontiers in Marine Science. DOI: 10.3389/fmars.2023.1241928
  • Tilg, G., Ambühl, L., Batista, S. F., Menéndez, M., Leclercq, L., Busch, F. (2023) From Corridor to Network Macroscopic Fundamental Diagrams: A Semi-Analytical Approximation Approach. Transportation Science, 57(5), 1115-1133. DOI: 10.1287/trsc.2022.0402.
  • Tollefson, J., Frickel, S., Gonsalves, S., Marlow, T. (2023) Parks, People, and Pollution: A Relational Study of Socio Environmental Succession. City & Community, 15356841231152616. DOI: 10.1177/15356841231152616.
  • Wang, Y., Sarkar, E., Jabari, S.E., Maniatakos, M. (2023) On the vulnerability of deep reinforcement learning to backdoor attacks in autonomous vehicles. Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing. DOI: 10.1007/978-3-031-40677-5_13.

2022

  • Abouzied, A., Haas, P.J., Meliou, A. (2022) In-Database Decision Support: Opportunities and Challenges. IEEE Data Engineering Bulletin, 45.3, pp. 102–115. DOI: sites.computer.org/debull/A22sept/p102
  • Alkaabneh F., Diabat, A. (2022) A multi-objective Home Healthcare Delivery model and its solution using a branch-and-price algorithm and a two-stage meta-heuristic algorithm. Elsevier: Transportation Research Part C, Accepted. DOI: 10.1016/j.trc.2022.103838. 
  • Balsa-Barreiro, J., Menendez, M., Morales, A. J. (2022) Scale, context, and heterogeneity: The complexity of the social space. Scientific Reports, 12: 9037. DOI: 10.1038/s41598-022-12871-5.
  • Balsa-Barreiro, J., Menendez,  M., Morales, A.J. (2022) Fitting the complexity of the social space into the right dimension. Behavioural & Social Sciences at Nature Portfolio.
  • Bartholomew, A., Burt, J.A., Firth, L.B. (2022) Artificial reefs in the Arabian Gulf: Benefits, challenges and recommendations for policy-makers. Regional Studies in Marine Science, 56, pp. 102723. DOI: 10.1016/j.rsma.2022.102723. 
  • Batista, S.F.A., Ingole, D., Leclercq, L., Menendez, M. (2022) The role of trip lengths calibration in model-based perimeter control strategies. IEEE Transactions on Intelligent Transportation Systems, 23 (6): 5176-5186. DOI: 10.1109/TITS.2021.3049679.
  • Batista, S. F. A., Tilg, G., Menendez, M. (2022) Exploring the potential of aggregated traffic models for estimating network-wide emissions. Transportation Research Part D: Transport and Environment, 109 (2022): 103354. DOI: 10.1016/j.trd.2022.103354. 
  • Batista, S. F. A., Cantelmo, G., Menendez, M., Antoniou, C. (2022) A Gaussian sampling heuristic estimation model for developing synthetic trip sets. Computer‐Aided Civil and Infrastructure Engineering, 37(1), 93-109. DOI: 10.1111/mice.12697. 
  • Belov, A., Mattas, K., Makridis, M., Menendez, M., Ciuffo, B. (2022) A microsimulation based analysis of the price of anarchy in traffic routing: The enhanced Braess network case. Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, 26 (4): 448-460. DOI: 10.1080/15472450.2021.1904920. 
  • Bramich, D. M., Menendez, M., Ambühl, L. (2022) Fitting empirical fundamental diagrams of road traffic: A comprehensive review and comparison of models using an extensive data set. IEEE Transactions on Intelligent Transportation Systems, 23 (9): 14104-14127. DOI: 10.1109/TITS.2022.3142255.
  • Hamm, L.S., Loder, A., Tilg, G., Menendez, M., Bogenberger, K. (2022) Network inefficiency: Empirical findings for six European cities, Transportation Research Record: Journal of the Transportation Research Board, 2676 (8): 99-111. DOI: 10.1177/03611981221082588. 
  • Hannoun, G., Menendez, M. (2022) Modular vehicle technology for emergency medical services. Transportation Research Part C: Emerging Technologies, 140: 103694. DOI: 10.1016/j.trc.2022.103694. 
  • Hay, R., Li, J., Celik, K. (2022) Phase evolution, micromechanical properties, and morphology of calcium (alumino) silicate hydrates C-(A-) SH under carbonation. Cement and Concrete Research, 152, 106683. DOI: 10.1016/j.cemconres.2021.106683. DOI: 10.1016/j.cemconres.2021.106683. 
  • Hay, R., Celik, K. (2022) Enhancing carbonation of magnesium oxide (MgO) cement (RMC)-based composites with calcined limestone, Elsevier -Cement, (9): 100037. DOI: 10.1016/j.cement.2022.100037.
  • Hay, R., Li, L., Celik, K. (2022) Shrinkage, hydration, and strength development of limestone calcined clay cement (LC3) with different sulfation levels. Cement and Concrete Composites, 104403, DOI: 10.1016/j.cemconcomp.2021.104403. DOI: 10.1016/j.cemconcomp.2021.104403. 
  • Kenan, N., Diabat, A. (2022) The supply chain of blood products in the wake of the COVID-19 pandemic: Appointment scheduling and other restrictions. Transportation Research Part E: Logistics and Transportation Review, 102576. DOI: 10.1016/j.tre.2021.102576. 
  • Mai, A. L. X., Mannino, M., Tariq, Z., Abouzied, A., Shasha, D. (2022) EpiPolicy: a tool for combating epidemics. XRDS: Crossroads, The ACM Magazine for Students, 28(2), 24-29. DOI: 10.1145/3495257. 
  • Maleki, M., Bahrami, M., Menendez, M., Balsa-Barreiro, J. (2022) Social Behavior and COVID-19: Analysis of the Social Factors behind Compliance with Interventions across the United States, International Journal of Environmental Research and Public Health, (19): 15716. DOI: 10.3390/ijerph192315716.
  • Marlow, T., Elliott, J.R., Frickel, S. (2022) Future flooding increases unequal exposure risks to relic industrial pollution, Environmental Research Letters, 17(7), p. 074021. DOI: 10.1088/1748-9326/ac78f7.
  • Menendez, M., Ambühl, L. (2022) Implementing design and operational measures for sustainable mobility: Lessons from Zurich. Sustainability, 14(2), 625. DOI: 10.3390/su14020625. 
  • Najw, W., Archetti, C., Diabat, A. (2022) Collaborative truck-and-drone delivery for inventory-routing problems. Elsevier, Transportation Research Part C. DOI: 10.1016/j.trc.2022.103791.
  • Ramana, S., Jabari, S.E. (2022) Stationary states in two-lane traffic: Insights from kinetic theory. Physical Review E, 106(1):014113. DOI: 10.1103/PhysRevE.106.014113.
  • ​​Shahbaz, F., Singh, I., Krishnan, P., Celik, K. (2022) Life cycle assessment of brucite and synthetic MgO produced from reject brine using different alkalis. Journal of Cleaner Production, 380: 135071. DOI: 10.1016/j.jclepro.2022.135071
  • Singh, I., Hay, R., Celik, K. (2022) Recovery and direct carbonation of brucite from desalination reject brine for use as a construction material. Cement and Concrete Research, 152, 106673. DOI: 10.1016/j.cemconres.2021.106673. 
  • Thodi, B.T., Khan, Z.S., Jabari, S.E, Menendez, M. (2022) Incorporating kinematic wave theory into a deep learning method for high-resolution traffic speed estimation, IEEE Transactions on Intelligent Transportation Systems, 23 (10): 17849-17862. DOI: 10.1109/TITS.2022.3157439.
  • Tollefson, J., Frickel, S., Gonsalves, S., Marlow, T., Sucsy, R., Byrns, M., et al. (2022) Early Childcare and Education in a Post-Industrial Landscape: Inequalities in Proximity to Active and Relic Manufacturing in Metropolitan Providence, Rhode Island, Environmental Justice. DOI: 10.1089/env.2021.0121.
  • Kenan, N., Jebali, A., Diabat, A. (2022) The integrated quay crane assignment and scheduling problems with carbon emissions considerations. Elsevier, Volume 165, March 2022, 107734. DOI: 10.1016/j.cie.2021.107734

2021

  • Abascal, M., Makovi, K., Sargsyan, A. (2021) Unequal treatment toward coparti- sans versus non-copartisans is reduced when partisanship can be falsified. PLoS ONE, 16(1):e0244651. DOI: 10.1371/journal.pone.0264248.
  • Ambühl, L., Loder, A., Leclercq, L., Menendez, M. (2021) Disentangling the city traffic rhythms: A longitudinal analysis of MFD patterns over a year. Transportation Research Part C: Emerging Technologies, 126, 103065. DOI: 10.1016/j.trc.2021.103065. 
  • Atkins, R., Hernandez-Lagos, P., Jara-Figueroa, C., Seamans, R. (2021) What is the impact of opportunity zones on employment outcomes? NYU Stern School of Business, SSRN. DOI: 10.2139/ssrn.3673986. 
  • Batista, S. F. A., Leclercq, L., Menéndez, M. (2021) Dynamic Traffic Assignment for regional networks with traffic-dependent trip lengths and regional paths. Transportation Research Part C: Emerging Technologies, 127, 103076. DOI: 10.1016/j.trc.2021.103076. 
  • Benoit, J. G., Jabari, S. E. G. (2021) On equilibrium Metropolis simulations on self-organized urban street networks. Applied Network Science, 6(1), 1-30. DOI: 10.1007/s41109-021-00375-6. 
  • Dakic, I., Yang, K., Menendez, M., Chow, J. Y. (2021) On the design of an optimal flexible bus dispatching system with modular bus units: Using the three-dimensional macroscopic fundamental diagram. Transportation Research Part B: Methodological, 148, 38-59. DOI: 10.1016/j.trb.2021.04.005. 
  • Dakic, I., Leclercq, L., Menendez, M. (2021) On the optimization of the bus network design: An analytical approach based on the three-dimensional macroscopic fundamental diagram. Transportation Research Part B: Methodological, 149, 393-417. DOI: 10.1016/j.trb.2021.04.012. 
  • Dung, N. T., Hay, R., Lesimple, A., Celik, K., Unluer, C. (2021) Influence of CO2 concentration on the performance of MgO cement mixes. Cement and Concrete Composites, 115, 103826. DOI: 10.1016/j.cemconcomp.2020.103826. 
  • Elkamel, M., Ahmadian, A., Diabat, A., Zheng, Q. P. (2021) Stochastic optimization for price-based unit commitment in renewable energy-based personal rapid transit systems in sustainable smart cities. Sustainable Cities and Society, 65, 102618. DOI: 10.1016/j.scs.2020.102618.
  • Ge, Q., Menendez, M. (2021) Exploring the variance contributions of correlated model parameters: A sampling-based approach and its application in traffic simulation models. Applied Mathematical Modelling, 97, 438-462. DOI: 10.1016/j.apm.2021.04.012.
  • Hay, R., Otchere, C., Kashwani, G., Celik, K. (2021) Recycling carbonated reactive magnesium cement (RMC) as a building material. Journal of Cleaner Production, 320, 128838. DOI: 10.1016/j.jclepro.2021.128838. 
  • Hay, R., Kashwani, G., Celik, K. (2021) Carbonation, strength development, and characterization of calcined limestone as a potential construction material. Cement and Concrete Research, 139, 106263. DOI: 10.1016/j.cemconres.2020.106263. 
  • Hay, R., Dung, N. T., Lesimple, A., Unluer, C., Celik, K. (2021) Mechanical and microstructural changes in reactive magnesium oxide cement-based concrete mixes subjected to high temperatures. Cement and Concrete Composites, 118, 103955. DOI: 10.1016/j.cemconcomp.2021.103955. 
  • Jakob, M., Menendez, M. (2021) Parking pricing vs. congestion pricing: a macroscopic analysis of their impact on traffic. Transportmetrica A: Transport Science, 17(4), 462-491. DOI: 10.1080/23249935.2020.1797924.
  • Jin, W. L., Martinez, I., Menendez, M. (2021) Compartmental model and fleet-size management for shared mobility systems with for-hire vehicles. Transportation Research Part C: Emerging Technologies, 129, 103236. DOI: 10.1016/j.trc.2021.103236. 
  • Khalil, A., Sohn, S., Celik, K. (2021) Thermal properties and stability of reactive magnesia cement. Construction and Building Materials, 308, 125102. DOI: 10.1016/j.conbuildmat.2021.125102
  • Kim, S., Menendez, M., Yeo, H. (2021) Methodology to increase flexibility in inter-region flow control for urban traffic. Transportation Research Record, 2675, 268-280. DOI: 10.1177/0361198121997424. 
  • Lin, D., Jabari, S. E. (2021) Pay for intersection priority: A free market mechanism for connected vehicles. IEEE Transactions on Intelligent Transportation Systems, 23 (6). DOI: 10.1109/TITS.2020.3048475.
  • Li, L., Pantelidis, T., Chow, J. Y., Jabari, S. E. (2021) A real-time dispatching strategy for shared automated electric vehicles with performance guarantees. Transportation Research Part E: Logistics and Transportation Review, 152, 102392. DOI: 10.1016/j.tre.2021.102392. 
  • Li, L., Okoth, V., Jabari, S. E. (2021) Backpressure control with estimated queue lengths for urban network traffic. IET Intelligent Transport Systems, 15(2), 320-330. DOI: 10.1049/itr2.12027.
  • Li, W., Yang, C., Jabari, S. E. (2021) Nonlinear traffic prediction as a matrix completion problem with ensemble learning. Transportation Science, 56(1):52-78. DOI: 10.1287/trsc.2021.1086. 
  • Loder, A., Bressan, L., Wierbos, M. J., Becker, H., Emmonds, A., Obee, M., Knoop, V., Menendez, M., Axhausen, K. W. (2021) How many cars in the city are too many? Towards finding the optimal modal split for a multi-modal urban road network. Frontiers in Future Transportation, 5, 665006. DOI: 10.3389/ffutr.2021.665006. 
  • Makovi, K., Kasak-Gliboff, H. (2021) The effects of ideological value framing and symbolic racism on pro-environmental behavior. Scientific reports, 11(1), 1-10. DOI: 10.1038/s41598-021-00329-z. 
  • Makovi, K., Muñoz-Herrera, M. (2021) Web of lies: a tool for determining the limits of verification in preventing the spread of false information on networks. Scientific reports, 11(1), 1-8. DOI: 10.1038/s41598-021-82844-7. 
  • Marlow, T., Makovi, K., Abrahao, B. (2021) Neighborhood isolation during the COVID-19 pandemic. Sociological Science, 8, 170-190. DOI: 10.15195/v8.a9. 
  • Pantelidis, T. P., Li, L., Ma, T. Y., Chow, J. Y., Jabari, S. E. G. (2021) A node-charge graph-based online carshare rebalancing policy with capacitated electric charging. Transportation Science, 56 (3), 654–676. DOI: 10.1287/trsc.2021.1058. 
  • Ramana, A. S. V., Jabari, S. E. (2021) Power laws and phase transitions in heterogeneous car following with reaction times. Physical Review E, 103(3), 032202. DOI: 10.1103/PhysRevE.103.032202.
  • Tariq, Z., Mannino, M., Le Xuan Anh, M., Bagge, W., Abouzied, A., Shasha, D. (2021) Planning epidemic interventions with EpiPolicy. The 34th Annual ACM Symposium on User Interface Software and Technology, 894-909. DOI: 10.1145/3472749.3474794. 
  • Tilg, G., Ambühl, L., Batista, S., Menendez, M., Busch, F. (2021) On the application of variational theory to urban networks. Transportation Research Part B: Methodological, 150, 435-456. DOI: 10.1016/j.trb.2021.06.019. 
  • Yin, B., Menendez, M., Yang, K. (2021) Joint optimization of intersection control and trajectory planning accounting for pedestrians in a connected and automated vehicle environment. Sustainability, 13(3), 1135. DOI: 10.3390/su13031135. 
  • Wang, F., Diabat, A., Wu, L. (2021) Supply chain coordination with competing suppliers under price-sensitive stochastic demand. International Journal of Production Economics, 234, 108020. DOI: 10.1016/j.ijpe.2020.108020.
  • Wang, X., Khalil, A., Celik, K. (2021) Three-dimensional printability of white Portland cement containing cenospheres. ACI Materials Journal, 118(6). DOI: 10.14359/51733119. 
  • Wang, Y., Sarkar, E., Li, W., Maniatakos, M., Jabari, S. E. (2021) Stop-and-go: Exploring backdoor attacks on deep reinforcement learning-based traffic congestion control systems. IEEE Transactions on Information Forensics and Security, 16, 4772-4787. DOI: 10.1109/TIFS.2021.3114024.
  • Zhang, L., Menendez, M., Xu, M., Shuai, B. (2021) Bilevel optimization model considering modal split for number and location of gates in a superblock. Journal of Urban Planning and Development, 147(4), 04021052. DOI: 10.1061/(ASCE)UP.1943-5444.0000737. 
  • Mohammed, A., de Sousa Jabbour, A., Diabat, A. (2021) COVID-19 pandemic disruption: a matter of building companies’ internal and external resilience. International Journal of Production Research, 2716-2737. DOI: 10.1080/00207543.2021.1970848.
  • Marlow, T., Miller, S., Roberts, J.T. (2021) Bots and online climate discourses: Twitter discourse on President Trump’s announcement of U.S. withdrawal from the Paris Agreement, Climate Policy, 21:6, 765-777. DOI: 10.1080/14693062.2020.1870098

2020

2019

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