Cities

Center fоr Interacting Urban Networks

Conference Contributions

  • Balsa-Barreiro, J., G. Hannoun, S.F.A. Batista, M. Menendez (2024) Traffic congestion and travel-time accessibility to healthcare facilities across urban networks: A case study in Madrid, 103rd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2024.
  • Hannoun, G. J., M. Menendez and H. M. Abdelghaffar (2024) Modeling and investigating the interactions between modular vehicle ​technology and traffic, 103rd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2024.
  • Hay, R., Singh, I., Krishnan, P., Wang, X., Shahbaz, F., ElMesalami, N., Alchaar, A., Celik, K. (2024) Advances in decarbonizing cement production and development of sustainable construction materials in the UAE, Emerging Construction Materials – Towards Sustainable and Resilient Cities (ECO Materials) 2024, February 1-2, 2024, Abu Dhabi, UAE.
  • Kubo, R. and Difallah, D. (2024) XGExplainer: Robust Evaluation-based Explanation for Graph Neural Networks. SIAM International Conference on Data Mining (SDM24). (Accepted). 
  • Lalropuia, KC., Goyal, S., Garcia de Soto, B. Game theoretic modeling of insider threats in an organization (poster). Applied Cryptography and Network Security (ACNS 2024), 5-8 March 2024, NYUAD.
  • Liu, J., Zheng, F., Yu, B., Jabari, S.E. (2024). On the fundamental diagram considering non-localities: A novel empirical methodology. TRBAM-24-01609. The 103rd Annual Meeting of the Transportation Research Board. Washington DC, USA, 7-11 January 2024.
  • Luo, Y., Y. Yang, J. Chen and M. Menendez (2024) Modeling and analyzing the gaming behavior in typical parking conflicts, 103rd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2024.
  • Shahbaz, F., Singh, I., Krishnan, P., Hay, R., Celik, K. (2024) Synthesis and utilization of brucite for green construction from desalination reject brine: a comprehensive life cycle analysis, The International Conference on Desalination, Environment and Sustainability (IDEAS) 2024, January 22-23, 2024, Abu Dhabi, UAE.
  • Wang, Y., Li, W., Maniatakos, M., Jabari, S.E. (2024) Optimal smoothing distribution exploration for backdoor neutralization in deep learning-based traffic systems. The 2024 Australian & New Zealand Control Conference (ANZCC), 1-2 February 2024, Australia.

2023

  • Abanes, J., Prieto, S.A., García de Soto, B. (2023). Autonomous and Continuous As-is 3D Thermal Mapping for Construction Environments. Proceedings of the 2nd Future of Construction Workshop at the International Conference on Robotics and Automation (ICRA 2023), London, U.K., June 2, 2023.  https://doi.org/10.22260/ICRA2023/0007
  • Alchaar, A., Celik, K. (2023) Piezoelectric properties of 0-3 lead zirconate titanate – limestone calcined clay cement composites, 16th International Congress on the Chemistry of Cement (ICCC 2023), September 18-22, 2023, Bangkok, Thailand.
  • Alchaar, A., Celik, K. (2023) Effects of limestone calcined clay cement in 0-3 connectivity of piezoelectric cementitious composites, 13th Advances in Cement-Based Materials (Cements 2023), June 14–16, 2023, Columbia University, New York City, NY, USA.
  • Ambadipudi, S., Jabari, S.E. (2023) Physics of platoon formation in heterogeneous traffic. TRBAM-23-00618. The 102nd Annual Meeting of the Transportation Research Board. Washington, D.C, January 8 to 12, 2023.
  • Balsa-Barreiro, J., G. Hannoun, S.F.A. Batista, M. Menendez (2023) Equitable accessibility to healthcare facilities considering population settings, Citta, Coimbra, June 2023.
  • Balsa-Barreiro, J., Batista, S. F. A., Menendez, M. (2023) Mapping terrestrial accessibility with the time-distorted maps: the Spanish case, XV Congreso de Ingeniería de Transporte (CIT 2023), La Laguna, Spain, (accepted).
  • Balsa-Barreiro, J., Joe-Hannoun, G., Batista, S., Menendez, M. (2023) Analysis of travel-time accessibility to healthcare facilities at the regional scale: A case study of Galicia, Spain. Transportation Research Board 102nd Annual Meeting, Washington DC, USA, Jan. 8-12.
  • Batista, S.F.A., Tilg, G., Menendez, M. (2023) On the potential of aggregated traffic models for network-wide exhaust emission monitoring, Portuguese Annual Meeting of Research in Transportation (GET 2022), Lisbon, February 2023.
  • Batista, S., Bramich, D., Balsa-Barreiro, J., Menendez, M. (2023) A fully Bayesian Mixture Model for partitioning urban networks for MFD applications. Transportation Research Board 102nd Annual Meeting, Washington DC, USA, Jan. 8-12.
  • Batista, S. F. A., Cantelmo, G. Menendez, M., Antoniou, C., Leclercq, L. (2023) On the modelling of activities using an aggregated approach based on the Macroscopic Fundamental Diagram, XV Congreso de Ingenieria del Transporte (CIT), La Laguna, June 2023 (accepted).
  • Bramich, D.M., Menendez, M., Ambühl, L. (2023) Showcasing improved noise models for empirical fundamental diagrams of road traffic using FitFun, 102nd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2023.
  • Celik, K., I. Singh, and R. Hay. “Accelerated Carbonation of Brucite Recovered from Desalination Reject Brine for Construction Applications.” 16th International Congress on the Chemistry of Cement 2023 – ICCC2023. Further Reduction of CO2 -Emissions and Circularity in the Cement and Concrete Industry, edited by Thailand Concrete Association, Bangkok, September 18-22, 2023.
  • Celik, K., P. Krishnan, and I. Singh. “Development of Magnesium Silicate Hydrates from Brucite and Silica Fume.” 16th International Congress on the Chemistry of Cement 2023 – ICCC2023. Further Reduction of CO2 -Emissions and Circularity in the Cement and Concrete Industry, edited by Thailand Concrete Association, Bangkok, September 18-22, 2023.
  • Elmesalami, N.Z., Celik, K. (2023) Investigating carbonation and hydration of reactive magnesia cement using advanced characterization methods, 16th International Congress on the Chemistry of Cement (ICCC 2023), September 18-22, 2023, Bangkok, Thailand. 
  • Elmesalami, N., Abdolhosseini, M.J., Celik, K. (2023) Use of reactive magnesia cements to produce low-carbon engineered cementitious composites, 13th Advances in Cement-Based Materials (Cements 2023), June 14–16, 2023, Columbia University, New York City, NY, USA.
  • Filgueiras, M., Batista, S.F.A., Balsa-Barreiro, J., Menendez, M., Ferreira, S., Tavares, J.P. (2023) Car-less cities, then what? A case study for the City of Porto, Citta, Coimbra, June 2023.
  • García de Soto, B., Sanchis, Z., Ezzeddine, A., Mengiste, E., Padilla, M. Karmacharya, S. (2023) Developing a Digital Twin on a University Campus to Support Efficient and Sustainable Buildings, Creative Construction Conference (CCC 2023), Keszthely, Hungary, June 2023.
  • García de Soto, B. (2023) Game theoretic modeling of malicious insider threat to common data environment in the AEC industry (poster), The 7th Annual Graduate and Postdoctoral Research Showcase, 22 May, 2023.
  • Hannoun, G. J., M. Menendez, H. M. Abdelghaffar (2024) Modeling and investigating the interactions between modular vehicle ​technology and traffic, 103rd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2024.
  • Hanif, M. A., Shafique, M. “FAQ: Mitigating the Impact of Faults in the Weight Memory of DNN Accelerators through Fault-Aware Quantization.” 2023 International Joint Conference on Neural Networks (IJCNN). IEEE, 2023. 
  • Hay, R, Gkoura, L., Equbal, A., Celik, K. (2023) Phase formation and CO2 absorption of reactive magnesium oxide cement with additives under various curing regimes, 16th International Congress on the Chemistry of Cement (ICCC 2023), September 18-22, 2023, Bangkok, Thailand. 
  • Issa, S., Al Ameeri, M., Abouhaligah, H., Alkaabi, N., Sultan, M., Dahy, B. (2023). Modelling and Visualizing Urban Growth Trajectory in Abu Dhabi Using Time Series Satellite Imagery. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 48, 145-151. https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-145-2023
  • Jagdale, K., Z.S. Khan, Menendez, M., Ornik (2023) Optimal planning on a single-route transit system with modular buses, 26th IEEE Intelligent Transportation Systems Conference (IEEE – ITSC), Bilbao, September 2023.
  • Khan, Z.S., Menendez, M. (2023) Beating bus bunching by combining the splitting and holding of autonomous modular buses, Traffic Flow Theory and Characteristics Committee (TFTC) Summer Meeting, Amsterdam, July 2023.
  • Khan, Z.S., Menendez, M. (2023) Bye bye to bus bunching: A new solution integrating the splitting and holding of autonomous modular buses, 102nd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2023.
  • Khelifati, A., Khayati, M., Dignös, A., Difallah, D., Cudré-Mauroux, P. (2023). TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications. Proceedings of the VLDB Endowment, 16(11), 3363-3376. https://doi.org/10.14778/3611479.3611532.
  • Krishnan, P., Celik, K. (2023) Effect of nanoparticles on the hydration and carbonation of reactive magnesium oxide cement, 13th Advances in Cement-Based Materials (Cements 2023), June 14–16, 2023, Columbia University, New York City, NY, USA.
  • Krishnan, P., Singh, I.,  Celik, K. (2023). Development of Magnesium Silicate Hydrates from Brucite and Silica Fume. In: Thailand Concrete Association (Ed.), Further Reduction of CO2 -Emissions and Circularity in the Cement and Concrete Industry. 16th International Congress on the Chemistry of Cement 2023 – ICCC2023. Bangkok, 18-22 September 2023. https://www.iccc-online.org/archive/.
  • Marchisio, A., De Marco, A., Colucci, A., Martina, M.,  Shafique, M. (2023). RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks, 2023 International Joint Conference on Neural Networks (IJCNN), IEEE.
  • Laval, J., Menendez M. (2023) Urban network percolation and traffic dynamics: Causality relationships in numerical experiments, Traffic Flow Theory and Characteristics Committee (TFTC) Summer Meeting, Amsterdam, July 2023.
  • Li, W., Shafique, M., Jabari, S.E. (2023) Physical backdoor trigger activation of autonomous vehicles using reachability analysis. The 62nd IEEE Conference on Decision and Control (CDC). Singapore, 13-15 December.
  • Luo, Y., Yang, Y., Chen J., Menendez M. (2024) Modeling and analyzing the gaming behavior in typical parking conflicts, 103rd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2024.
  • Makovi, K., Molina, M. (2023) Unequal pay for unequal work? Uncertain performance and fairness in the workplace. American Sociological Association’s Annual Meeting. Philadelphia, PA, August 2023.
  • Marlow, T., Makovi, K. (2023) Interacting peer effects on residential solar panel diffusion. American Sociological Association’s Annual Meeting. Philadelphia, PA, August 2023.
  • Marlow, T., Makovi, K. (2023) Interacting peer effects on residential solar panel diffusion. International Network of Analytical Sociology annual conference in Princeton, NJ, June 2023.
  • Nguyen., V. (2023) Interfacing Portable Air Quality Monitor With the Apple Watch an In the Wild usability Study, PervasiveHealth 2023, Malmö, Sweden, November 2023.
  • Richards Maldonado, L., Abouzied, A., Gleason, N.W. (2023) ReaderQuizzer: Augmenting Research Papers with Just-In-Time Learning Questions to Facilitate Deeper Understanding. Companion Publication of the 2023 Conference on Computer Supported Cooperative Work and Social Computing, 391-394. https://doi.org/10.1145/3584931.3607494.  
  • Shahbaz, F., Hay, R., Celik, K. (2023) Decarbonizing UAE cement industry with limestone calcined clay cement (LC3), 16th International Congress on the Chemistry of Cement (ICCC 2023), September 18-22, 2023, Bangkok, Thailand.
  • Singh, I., Hay, R., Celik, K. (2023) Microstructure and mechanical properties of brucite recovered from reject brine via different precipitating agents, Engineering Mechanics Institute Conference 2023 (EMI/PMC 2023), June 6-June 9, 2023, Georgia Tech, Atlanta, GA, USA.
  • Singh, I., Hay, R., Celik, K. (2023). Accelerated Carbonation of Brucite Recovered from Desalination Reject Brine for Construction Applications. In: Thailand Concrete Association (Ed.), Further Reduction of CO2 -Emissions and Circularity in the Cement and Concrete Industry. 16th International Congress on the Chemistry of Cement 2023 – ICCC2023. Bangkok, 18-22 September 2023.https://www.iccc-online.org/archive/
  • Sun, S., Batista, S.F.A., Menendez M., Wang Y. (2023) Impact of infrastructure features on the energy consumption of diesel and electric buses: Insights from microsimulation and empirical data, 102nd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2023.
  • Yang, C., Ambadipudi, S., Jabari, S.E. (2023). Generalized adaptive smoothing based neural network architecture for traffic state estimation. The 22nd World Congress of the International Federation of Automatic Control (IFAC). 56(2):3483-3490. Yokohama, Japan, 9-14 July 2023.
  • Vaughan, G., Johansen, J., Mitchell, M., Shiels, H., Burt, J. A. (2023) Surviving the world’s hottest reefs; An ecophysiological approach to assess the acclamatory capacity of coral reef fishes. 4th Ecology and Evolution Ireland Conference. Trinity College Dublin, Ireland. 
  • Wang, X., Celik, K. (2023) Enhancing carbonation of reactive magnesium oxide cement (RMC)-based composites with cenospheres, 16th International Congress on the Chemistry of Cement (ICCC 2023), September 18-22, 2023, Bangkok, Thailand.
  • Wasmer, E. (2023) History unleashed: harnessing the knowledge stored in historical documents, Big Historical Data Conference, Jena, Germany, November 2023. 
  • Wu, K.F., Sasidharan, L., Menendez, M. (2023) Exploring temporal factors affecting driver involvement in fatal crashes, 15th EASTS Conference, Kuala Lumpur, September 2023.

2022

  • Ahmadi, M.M., Alrahis, L., Sinanoglu,  O., Shafique, M. (2022) NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks. The International Joint Conference on Neural Networks (IJCNN), at the IEEE World Congress on Computational Intelligence (WCCI), July 2022.
  • Batista, S., Balsa-Barreiro, J. & Menéndez, M. (2022) Understanding transport flows in urban environments with Macroscopic Fundamental Diagrams. Data and Modeling: Applications of Complex Systems, Conference on Complex Systems (CCS 2022), Mallorca, Spain, Oct. 17-23.
  • Batista, S.F.A., Cantelmo, G., Antoniou, C., & Menendez, M. (2022) Data scarcity in the era of big data. Portuguese Annual Meeting of Research in Transportation (GET 2022), Porto, March 2022.
  • Batista, S. F. A., Cantelmo, G., Menendez, M., Antoniou, C., & Leclercq, L. (2022) Activity based macroscopic fundamental diagram: A bottleneck-like econometric model for general urban networks. 101st Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2022.
  • Batista, S. F. A., Ameli, M., & Menendez, M. (2022) Simulation-based Dynamic System Optimum on regional networks considering aggregated traffic models, mobil. TUM, Singapore, April 2022.
  • Batista, S.F.A., Bramich, D.M., Balsa-Barreiro, J. & Menendez, M. (2022) Partitioning of urban networks for MFD applications, TRISTAN XI, Mauritius, June 2022.
  • Batista, S. F. A. & Menendez, M. (2022) A simulação dinâmica do tráfego em meio urbano utilizando o diagrama macroscópico fundamental (in Portuguese), 10º Congresso Rodoferroviário Português, Lisbon, July 2022.
  • Bramich, D.M., Menendez, M., and Ambühl, L. (2022) Properly accounting for the noise in empirical fundamental diagrams of road traffic, Traffic and Granular Flow (TGF), New Delhi, October 2022.
  • Elmesalami, N., Hay, R., Singh, I., Krishnan, P., Wang, X., Peng, B., Shahbaz, F., Celik, K. (2022) Potential of HESEB soft X-ray beamline for applications in sustainable construction materials, HESEB – Helmholtz-SESAME Soft X-Ray Beamline- Workshop on Soft X-Rays, September 9 – 8, 2022, Istanbul, Turkey. 
  • Elmesalami, N., Abdolhosseini, M.J., Celik, K. (2022) In-situ TEM imaging of hydrated magnesium carbonate polymorphs during hydration and carbonation of magnesium oxide, 12th Advances in Cement-Based Materials (Cements 2022), July 11–13, 2022, Irvine, California, USA.
  • Gyorgy, A., Marlow, T., Abrahao, B., and Makovi, K. (2022) Segregated mobility patterns amplify neighborhood disparities in the spread of COVID-19, 6th European Conference on Social Networks, London. 
  • Hamm, L.S., Loder, A., Tilg, G., Menendez, M., & Bogenberger, K. (2022) Network inefficiency: Empirical findings for six European cities. 101st Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2022. 
  • Hay, R., Celik, K., Physio-chemical evolution and corrosion performance of LC3-based composites under carbonation, 12th Advances in Cement-Based Materials (Cements 2022), July 11–13, 2022, Irvine, California, USA.
  • Hay, R., Singh, I., Wang, X., ElMesalami, N., Celik, K., Decarbonizing cement production with environmentally-friendly cements in the UAE,  The UAE Climate Change Research Network’s First Conference, March 30-31, 2022, Dubai, UAE.
  • Jin W.L., Martinez, I. & Menendez, M. (2022) Compartmental model and fleet-size management for shared mobility systems with for-hire vehicles, 24th International Symposium on Transportation and Traffic Theory (ISTTT), Beijing, July 2022.
  • Kantheepan, Y., Chen, Q., and García de Soto, B. (2022). Exploring AR-Based Solutions to Engage Local Workforce in Prefabricated Construction. 22nd International Conference on Construction Applications of Virtual Reality (CONVR2022). Seoul, South Korea, 16-19 November 2022.
  • Khan, Z.S., and Menendez, M. (2022) A stop-less bus service paradigm using autonomous modular buses, Symposium on Management of Future Motorway and Urban Traffic Systems (MFTS), Dresden, December 2022.
  • Khan, Z.S., He, W., & Menendez, M. (2022) Application of modular vehicle technology to mitigate bus bunching. 101st Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2022.
  • Khan, Z.S. & Menendez, M. (2022) Using autonomous modular buses to mitigate bus bunching, UAE Graduate Student Research Conference (GSRC), Dubai, March 2022. Paper nominated for the Best Paper award.
  • Khan, Z.S. & Menendez, M. (2022) A combined bus splitting and holding strategy to prevent bus bunching using autonomous modular buses, 10th Symposium of the European Association for Research in Transportation (hEART), Leuven, June 2022.
  • Ko, P., Gopee, M.A., Yu, L., Mansour, M., Garg. Y., and García de Soto, B. (2022). Development of an Instance Segmentation Model for Automatic Identification of Recyclable Objects in Construction Projects. 22nd International Conference on Construction Applications of Virtual Reality (CONVR2022). Seoul, South Korea, 16-19 November 2022.
  • Makovi, K., and Molina, M. (2022) How do conservatives and liberals apply fairness principles when they have information about group membership and the structure of economic opportunity? 4th Annual Conference on Experimental Sociology, Utrecht, Netherlands, August 2022.
  • Makovi, K., and Molina, M. (2022) How do conservatives and liberals apply fairness principles when they have information about group membership and the structure of economic opportunity? 14th International Network of Analytical Sociologists Conference, Florence, Italy, May 2022.
  • Maleki, M., Bahrami, M., Menendez, M. & Balsa-Barreiro, J. (2022) Investigating the causal impact of education levels on compliance with mandates, 8th International Conference on Computational Social Science (IC2S2), Chicago, July 2022.
  • Marchisio, A., Caramia, G., Martina, M., Shafique, M. (2022) FakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems. The International Joint Conference on Neural Networks (IJCNN), at the IEEE World Congress on Computational Intelligence (WCCI), July 2022.
  • Marques J., Batista, S.F.A., Menendez, M. and Coelho, M. (2022) From aggregate traffic models to emissions quantification: connecting the missing dots, Transport Infrastructure and Systems (TIS), Rome, September 2022.
  • Marlow, T., Makovi, K. (2022) Irrelevant Policy Options Decrease Conservative Support for Renewable Energy. American Sociological Association’s Annual Meeting. Los Angeles, CA, August 2022.
  • Marlow, T., Makovi, K. (2022) Political Anchoring in Representations of Climate Policy Enables an Effective Politics of Delay. Annual Conference of Experimental Sociology (ACES). Utrecht, Netherlands. August 2022.
  • Marlow T., Makovi, K., (2022). “Urban Mobility Networks during the COVID‑19 Pandemic”. 6th European Conference on Social Networks.  London, UK. September 2022. 
  • Marlow, T., and Makovi, K. (2022) Irrelevant policy options decrease conservative support for renewable energy, 4th Annual Conference on Experimental Sociology. Utrecht, Netherlands. August 2022. 
  • Memon, S., Makovi, K., and Alshebli, B. (2022) Characterizing the effect of scientific retractions on collaboration networks, 8th Annual International Conference on Computational Social Science. Chicago, USA, July 2022.
  • Nguyen, V. (2022) myAQM: Interface Portable Air Quality Sensors with Apple Watch. In Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp/ISWC ’22 Adjunct). Cambridge, United Kingdom, September 11–15, 2022.
  • Putra, R. V. W., Hanif, M. A., Shafique, M. (2022) SoftSNN: low-cost fault tolerance for spiking neural network accelerators under soft errors. Association for Computing Machinery (ACM) Showcase on Kudos. San Francisco, CA, USA, July 2022.
  • Sierra, D. and Jabari, S.E. (2022). A Bayesian learning approach for shoreline protection strategies. No. 1570791748. The UAE Graduate Students Research Conference 2022 (UAEGSRC’2022). Dubai, UAE, March 2022
  • Singh, I., Hay, R., Celik, K. (2022) Investigation of brucite utilization as a potential sustainable building material, Engineering Mechanics Institute Conference 2022 (EMI/PMC 2022), May 31-June 3, 2022, Baltimore, Maryland, USA.
  • Shahbaz, F., Singh, I., Krishnan, P., Celik, K., Life cycle assessment study for magnesium-based cement produced from reject brine, 12th Advances in Cement-Based Materials (Cements 2022), July 11–13, 2022, Irvine, California, USA.
  • Shen, Z., Cantelmo, G., Batista, S.F.A., Menendez, M. & Antoniou, C. (2022) Active learning for transport studies: The case of rare or sparse demand samples, 10th Symposium of the European Association for Research in Transportation (hEART), Leuven, June 2022.
  • Shen, Z., Cantelmo, G., Batista, S., Menendez, M., and Antoniou, C. (2022) Active Learning for transport studies: The case of sparse demand data, Transport Research Arena (TRA), Lisbon, November 2022.
  • Sun, S., Batista, S.F.A., Menendez, M. & Wang, Y. (2022) Examining the effect of infrastructure features on the energy consumption of diesel and electric buses: A microsimulation-based analysis, 10th Symposium of the European Association for Research in Transportation (hEART), Leuven, June 2022.
  • Sun, S., Menendez, M., Batista, S.F.A. & Wang, Y. (2022) Impact of dedicated bus lanes on the energy consumption of battery electric buses: Insights from empirical data, 4th Bridging Transport Researchers Conference, Online, August 2022.
  • Thodi, B.T., Jabari, S.E. (2022) Learning Resolution-Invariant Solutions for LWR-Type Traffic Flow Models. TRBAM-22-002521. 101st Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2022. 
  • Thonnam Thodi, B., Ambadipudi, S. and Jabari, S.E. (2022) Learning Solutions for LWR-type Traffic Flow Models. The 10th Symposium of the European Association for Research in Transportation (hEART), paper ID: 209.  Leuven, Belgium, 1-3 June 2022
  • Thonnam Thodi, B.*, Ambadipudi, S. and Jabari, S.E. (2022) Learning-based solutions to nonlinear hyperbolic PDEs: Empirical insights on generalization errors.  Fifth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2022). New Orleans, USA, December 2022
  • Xu, Y., Su, P., Coplin, A., Makovi, K. (2022) Contested Membership: Experimental Evidence on Public Attitudes about Return Migration in Mainland China during the COVID-19 Pandemic. International Migration Roundtables: Global (Im)mobility and the COVID-19 Pandemic. American Sociological Association Annual Meeting. Los Angeles, CA, August 2022.
  • Yang, C., Thonnam Thodi, B., and Jabari, S.E. (2022) Generalized adaptive smoothing using matrix completion for traffic state estimation.  The 25th IEEE International Conference on Intelligent Transportation Systems (ITSC), pp. 787-792 China, September 18th- October 12th, 2022

2021

  • Batista, S. F. A., Cantelmo, G., Menendez, M., & Antoniou, C. (2021). On the calculation of a virtual set of trips for the calibration of aggregated traffic models. 100th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2021. 
  • Batista, S. F. A., Cantelmo, G., Paipuri, M., Leclercq, L., Menendez, M., & Antoniou, C. (2021). Activity-based dynamic traffic assignment on regional networks and aggregated traffic models. International Symposium on Dynamic Traffic Assignment (DTA), Seattle, June 2021. 
  • Batista, S.F.A., & Menendez, M. (2021) On the characterization of eco-friendly paths for regional networks. Euro Working Group in Transportation (EWGT) Meeting, Aveiro, September 2021. 
  • Bramich, D.M., Menendez, M., & Ambühl, L. (2021) FitFun: Improved noise models for Fundamental Diagrams. International Symposium on Transportation Data and Modelling (ISTDM), Ann Arbor, June 2021. 
  • Genser, A., Ambühl, L., Yang, K., Menendez, M., & Kouvelas, A. (2021) Enhancement of SPaT-messages with Machine Learning based Time-To-Green predictions. 9th Symposium of the European Association for Research in Transportation (hEART), Lyon, February 2021.
  • Hannoun, G. J., & Menendez, M. (2021). Modular technology for emergency medical services. 100th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2021.
  • Hannoun, G. J., & Menendez, M. (2021) Modular dispatching and redeployment system for emergency medical services. Conference of the International Federation of Operational Research Societies (IFORS), Seoul, August 2021.
  • Hay, R., Peng, B., Celik, K., Manufacturing, and characterization of lunar regolith simulants. 72nd International Astronautical Congress (IAC 2021), October 25 – 29, 2021, Dubai, United Arab Emirates.
  • Hay, R., Otchere, C., Celik, K., Phase composition, microstructure and mechanical properties of recycled reactive MgO cement (RMC)-Based composites under carbonation. Engineering Mechanics Institute Conference 2021 (EMI/PMC 2021), May 25-28, 2021, Virtual Conference.
  • Kim, S., Menendez, M., & Yeo, H. (2021). Methodology to increase the flexibility in inter-region flow control for urban traffic. 100th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2021. 
  • Marchisio, A., Pira, G., Martina, M., Masera, G., & Shafique, M. (2021). R-snn: An analysis and design methodology for robustifying spiking neural networks against adversarial attacks through noise filters for dynamic vision sensors. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, September 2021.
  • Marchisio, A., Pira, G., Martina, M., Masera, G., & Shafique, M. (2021). Dvs-attacks: Adversarial attacks on dynamic vision sensors for spiking neural networks. IEEE International Joint Conference on Neural Networks (IJCNN), Shenzhen, July 2021.
  • Putra, R. V. W., Hanif, M. A., & Shafique, M. (2021). SparkXD: A framework for resilient and energy-efficient spiking neural network inference using approximate DRAM. IEEE/ACM 58th Design Automation Conference (DAC), San Francisco, July 2021.
  • Putra, R. V. W., & Shafique, M. (2021). SpikeDyn: A framework for energy-efficient spiking neural networks with continual and unsupervised learning capabilities in dynamic environments. IEEE/ACM 58th Design Automation Conference (DAC), San Francisco, December 2021.
  • Thodi, B. T., Khan, Z. S., Jabari, S. E., & Menendez, M. (2021) Anisotropic kernels for deep convolutional neural network-based traffic speed reconstruction. 100th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2021.
  • Thodi, B. T., Khan, Z. S., Jabari, S. E., & Menéndez, M. (2021). Learning traffic speed dynamics from visualizations. IEEE International Intelligent Transportation Systems Conference (ITSC), Indianapolis, USA. September 2021.
  • Tilg, G., Ambuhl, L., Batista, S. F. A., Menendez, M., Leclercq, L., & Busch, F. (2021) Semi-analytical estimation of macroscopic fundamental diagrams: From corridors to networks. 100th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2021.
  • Viale, A., Marchisio, A., Martina, M., Masera, G., & Shafique, M. (2021) CarSNN: An efficient spiking neural network for event-based autonomous cars on the loihi neuromorphic research processor. IEE International Joint Conference on Neural Networks (IJCNN), Shenzhen, July 2021.
  • Wang, Y., Maniatakos, M., & Jabari, S. E. (2021). A Trigger Exploration Method for Backdoor Attacks on Deep Learning-Based Traffic Control Systems. 60th IEEE Conference on Decision and Control (CDC), Texas, December 2021. 
  • Wang, X., Wambura, V.D., Ashmawy, D., Singh, I., Celik, K. (2021) Improving buildability of limestone calcined clay-based cementitious materials by incorporating nanoclay. 11th Advances in Cement-Based Materials (Cements 2021), June 23-25, 2021, Virtual Conference.
  • Wang, X., Celik, K. (2021) 3D printable lightweight reactive magnesium oxide cement composite with improved thermal insulation. Engineering Mechanics Institute Conference 2021 (EMI/PMC 2021), May 25-28, 2021, Virtual Conference. 

2020

  • Benkrouda, O., Thodi, B. T., Yeo, H., Menendez, M., & Jabari, S. E. G. (2020). Traffic state reconstruction using deep convolutional neural networks. 99th Transportation Research Board Annual Meeting (TRB). Washington D.C., January 2020.
  • Batista, S. F. A., Cantelmo, G., Menendez, M., & Antoniou, C. (2020). The calculation of the virtual set of trips for the calibration of aggregated traffic models. 3rd Symposium on Management of Future Motorway and Urban Traffic Systems (MFTS), Luxembourg, July 2020.
  • Batista, S. F. A., Ingole, D., Leclercq, L., & Menendez, M. (2020). The role of trip lengths in perimeter control strategy, 99th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2020.
  • Batista, S. F. A. & Menendez, M. (2020). The ecologically friendly paths on regional networks. Encontro do Grupo de Estudos em Transportes (GET), Covilhã, February 2020.
  • Batista, S. F. A., Leclercq, L., & Menendez, M. (2020). Regional dynamic traffic assignment framework with time-dependent trip lengths, 99th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 2020.
  • Brucato, M., Yadav, N., Abouzied, A., Haas, P. J., & Meliou, A. (2020). Stochastic package queries in probabilistic databases. ACM SIGMOD International Conference on Management of Data, Portland, June 2020.
  • Hay, R., Singh, I., & Celik, K. (2020). Synthesis of brucite from reject brine and its direct carbonation for possible use as construction material. Goldschmidt, Virtual, June 2020.
  • Hay, R., & Celik, K. (2020). Accelerated carbonation of reactive MgO cement (RMC)-based composite for potential industrial application. Advanced Materials for Sustainable Infrastructure Development, Gordon Research Conference, Ventura, February 2020.
  • Hay, R., & Celik, K. (2020). Performance and characterization of limestone calcined clay cement (LC3) with low reactivity clay and limestone of different particle sizes. Limestone Calcined Clay Cements (LC3) Information Day, Abu Dhabi, February 2020.
  • Genser, A., Ambühl, L., Yang, K., Menendez, M., & Kouvelas, A. (2020). Time-to-Green predictions: A framework to enhance SPaT messages using machine learning. IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), Rhodes, September 2020.
  • Li, L., Lin, D., & Jabari, S. E. (2020). A user-based charge and subsidy scheme for single OD network mobility management. IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), Rhodes, September 2020.
  • Li, W., Yang, C., & Jabari, S. E. (2020). Short-term traffic forecasting using high-resolution traffic data. IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), Rhodes, September, 2020.
  • Lin, D., & Jabari, S. E. (2020). Comparative analysis of economic instruments in intersection operation: A user-based perspective. IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), Rhodes, September, 2020.

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