{"id":1789,"date":"2021-09-23T07:39:25","date_gmt":"2021-09-23T07:39:25","guid":{"rendered":"https:\/\/sites.nyuad.nyu.edu\/cities\/?page_id=1789"},"modified":"2026-07-16T11:57:59","modified_gmt":"2026-07-16T11:57:59","slug":"conference-contributions","status":"publish","type":"page","link":"https:\/\/sites.nyuad.nyu.edu\/cities\/conference-contributions\/","title":{"rendered":"Conference Contributions"},"content":{"rendered":"\n<p class=\"has-black-color has-text-color has-link-color wp-elements-031f7b8d58fcd78a1179f0faad6c8e96 wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">202<\/mark>6<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Balsa-Barreiro, J.,&nbsp; Hannoun, G., Batista, S. F. A., <strong>Menendez, M.<\/strong> (2026) Estimating Urban Healthcare Accessibility in Madrid (Spain) via Traffic-Based GIS Scenarios. <em>In: Ong, G.P. and Yang, K. (Ed.) Proceedings of the 13th Asia Pacific Conference on Transportation and the Environment. APTE, 2024. Lecture Notes in Civil Engineering vol 722, Springer, Singapore, January 2026.<\/em><\/li>\n\n\n\n<li>Liu, Y., <strong>Menendez, M.<\/strong>, Chen, Z. (2026) On the Cost-Effectiveness of Modular Transit Systems, <em>The 26th International Symposium on Transportation and Traffic Theory (ISTTT), Munich, July 20-24, 2026<\/em> (Accepted).<\/li>\n\n\n\n<li><strong>Luo, Y. <\/strong>(2026)<strong> <\/strong>Empirical Distribution of Probe Vehicle Penetration Rates across Urban Networks: Empirical findings.. <em>The 105th Transportation Research Board (TRB) Annual Meeting, Washington, DC, USA, January 11-15<\/em>, 2026.<\/li>\n\n\n\n<li><strong>Mehouachi, F. B.<\/strong>, Jabari, S. E. (2026). Fractional is Better: Learnable Derivative Orders in Neural Operator Learning. In: <em>Proceedings of the 43rd International Conference on Machine Learning (ICML 2026), Main Conference Track, Proceedings of Machine Learning Research (PMLR), COEX, Seoul, South Korea, July 6-11, 2026.<\/em><\/li>\n\n\n\n<li><strong>Shin, Y.<\/strong>, Ma, W., <strong>Menendez, M.<\/strong> (2026) An End-to-End Framework for Inductive Traffic Estimation across Multiple Transportation Networks. <em>The 105th Transportation Research Board Annual Meeting (TRB 2026), Washington D.C., January 11-15, 2026.<\/em><\/li>\n\n\n\n<li>Zoabi, R., <strong>Jabari, S. E.<\/strong>, and Haddad, J. (2026). Analytical Characterization of Stability in Decentralized Max-pressure Signal control. <em>The 105th Transportation Research Board Annual Meeting (TRB 2026), Washington D.C., January 11-15, 2026<\/em><\/li>\n<\/ul>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-e801c034c4682ef95ec5eb4cbc90452f wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">202<\/mark>5<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Aswani, N., <strong>Jabari, S. E. <\/strong>(2025) Koopman Autoencoders Learn Neural Representation Dynamics. Methods and Opportunities at Small Scale (MOSS) and Machine Unlearning for Generative AI (MUGen) Workshops, <em>The 25th International Conference on Machine Learning (ICML 25), Vancouver, Canada, July 13-19, 2025.<\/em><\/li>\n\n\n\n<li>Aswani, N., <strong>Jabari, S. E.<\/strong> (2025) Koopman Autoencoders Learn Neural Representation Dynamics, <em>NeurIPS 2025 Workshop on Symmetry and Geometry in Neural Representations (NeurIPS 2025), San Diego, USA, December 7, 2025.&nbsp;<\/em><\/li>\n\n\n\n<li>Aswani, N., <strong>Jabari, S. E.<\/strong>, Shafique, M. (2025) Representing Neural Network Layers as Linear Operators via Koopman Operator Theory, <em>UniReps: 3rd Edition of the Workshop on Unifying Representations in Neural Models (NeurIPS 2025), San Diego, USA, December 6, 2025.<\/em><\/li>\n\n\n\n<li>Balsa-Barreiro, J., Batista, S., Hannoun, G., <strong>Menendez, M.<\/strong> (2025). How Fewer Hospitals Can Mean Better Access: A Case for Adaptive Spatial Planning. <em>21st Conference on Complex Systems (CSS 2025), Satel. Session on Complex Systems, Data Analytics, and Human Behavior. Siena, Italy, September 2-5<\/em>.<\/li>\n\n\n\n<li>Basit, A., Pudasaini, N., <strong>Shafique, M.<\/strong> (2025) <em>International Joint Conference on Neural Networks (IJCNN), Romer, June 30 &#8211; July 5, 2025.<\/em><\/li>\n\n\n\n<li>Chauhan, P., Choutri, S. E., Ghattassi, M., Masmoudi, N., <strong>Jabari, S. E.<\/strong> (2025) Learning the 1D Hughes Model Using Fourier Neural Operators, <em>UAE GSRC 2025, No. 1571116009. UAE, April 12, 2025.<\/em><\/li>\n\n\n\n<li>Choutri, S. E., Djehiche, B., Chauhan, P., <strong>Jabari, S. E.<\/strong> (2025) Backpressure-based Mean-field Type Game for Scheduling in Multi-hop Wireless Sensor Networks, <em>The 33rd European Signal Processing Conference (EUSIPCO 2025), Palermo, Italy, July 8-12, 2025.<\/em><\/li>\n\n\n\n<li>Choutri, S. E., Chauhan, P., <strong>Jabari, S. E.<\/strong> (2025) Learning Solution Operators for Partial Differential Equations via Monte Carlo-type Approximation, <em>Eighth NeurIPS Workshop on Machine Learning and the Physical Sciences (NeurIPS 2025, ML4PS), San Diego, USA, December 6, 2025.<\/em><\/li>\n\n\n\n<li>Choutri, S. E., Chauhan, P., <strong>Jabari, S. E.<\/strong> (2025) Monte Carlo\u2013type Neural Operator for One-dimensional Differential Equations, <em>IEEE ICMLA 2025 Deep Learning and Applications Special Session, FL, USA, December 5-7, 2025.<\/em><\/li>\n\n\n\n<li>Hovsepian, S., Major, M., Balsa-Barreiro, J., <strong>Menendez, M.<\/strong> (2025). Optimizing the Spatial Distribution of Electric Vehicle Charging Infrastructure Using Space Syntax: A Case Study of Dubai, UAE. <em>12th Undergraduate Research and Innovation Competition (URIC), Abu Dhabi, UAE, May 29, 2025.<\/em><\/li>\n\n\n\n<li>Hovsepian, S., Major, M., Balsa-Barreiro, J., <strong>Menendez, M.<\/strong> (2025). Tracing Neighborhood Structure Evolution in the Urban Morphology of Metropolitan Dubai Using Space Syntax. <em>In 2nd Ed. Environmental Design, Material Science, and Engineering Technologies (EDMSET), Dubai, UAE, April 22-24, 2025<\/em>.<\/li>\n\n\n\n<li>Kayal, P., Mettes, P., Dehmamy, N., <strong>Park, M. <\/strong>(2025) Large Language Models Are Natural Video Popularity Predictors, <em>63rd Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2025), Vienna, Austria July 27 &#8211; August 1, 2025.<\/em><\/li>\n\n\n\n<li>Lee, H., \u00c7elen, E., Harrison, P., Anglada-Tort, M., van Rijn, P., <strong>Park, M.<\/strong>, Sch\u00f6nwiesner, M., Jacoby, N. (2025) GlobalMood: A Cross-cultural Benchmark for Music Emotion Recognition, <em>26th International Society for Music Information Retrieval Conference (ISMIR 2025) Daejeon, Korea, September 25-27, 2025<\/em>.<\/li>\n\n\n\n<li>Li, Z., Ma, W., <strong>Menendez, M.<\/strong>, Chen, Z., Zhong, M. (2025) Deep Generative Networks for Synthesizing Data on Electric Vehicle Driving and Charging Events, <em>TRISTAN2025. Okinawa, June 27, 2025<\/em><\/li>\n\n\n\n<li>Liang, J., <strong>Fang, Y<\/strong>. (2025) CrossCompanion: An Empathetic Real-Time Assistant Supporting Street Crossing for Low-Vision Users. <em>Thirteenth International Workshop on Assistive Computer Vision and Robotics, Honolulu, October 19, 2025.<\/em><\/li>\n\n\n\n<li>Mehouachi, F., <strong>Jabari, S.E.<\/strong> (2025) Adaptive Norm Selection Prevents Catastrophic Overfitting in Fast Adversarial Training, <em>NeurIPS 2025 Workshop: Reliable ML from Unreliable Data (NeurIPS 2025)<\/em>, <em>San Diego, USA, December 6, 2025.<\/em><\/li>\n\n\n\n<li>Mehouachi, F., <strong>Jabari, S. E. <\/strong>(2025) FlowMixer: A Constrained Neural Design for Interpretable Time Series Forecasting and Dynamical Systems Prediction. <em>The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIP2025S ), San Diego, USA, December 5-7, 2025.<\/em><\/li>\n\n\n\n<li>Saavedra, M., Mu\u00f1uzuri, A. P., <strong>Men\u00e9ndez, M.<\/strong>, Balsa-Barreiro, J. (2025). Spatiotemporal Analysis of Urban Traffic via Transfer Entropy Networks. <em>In 21st Conference on Complex Systems (CSS 2025), Satel. Session on Complex Systems, Data Analytics, and Human Behavior. Siena, Italy, September 1-5, 2025<\/em>.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-cf5080d9673c19b97ac507ce91f698d7 wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">2024<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Balsa-Barreiro, J., Hannoun, G., Batista, S. F. A., <strong>Menendez, M.<\/strong> (2024) Traffic Congestion and Travel-Time Accessibility to Healthcare Facilities Across Urban Networks: A Case Study in Madrid. <em>The 103rd Annual Meeting of the Transportation Research Board, Washington D.C., January 7-11, 2024.<\/em><\/li>\n\n\n\n<li>Bano, I., Wicaksana Putra, R. V., Marchisio, A., <strong>Shafique, M.<\/strong> (2024) A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data. <em>18th International Conference on Control, Automation, Robotics and Vision (ICARCV), Dubai, December 12 \u2013 15, 2024.&nbsp;<\/em>&nbsp;<\/li>\n\n\n\n<li>Bano, I., Wicaksana Putra, R. V., Marchisio, A., <strong>Shafique, M.<\/strong> (2024) FastSpiker: Enabling Fast Training for Spiking Neural Networks on Event-based Data through Learning Rate Enhancements for Autonomous Embedded Systems. <em>18th International Conference on Control, Automation, Robotics and Vision (ICARCV), Dubai, December 12 \u2013 15, 2024.&nbsp;<\/em><\/li>\n\n\n\n<li><strong>Burt, J<\/strong>., Dahy, B. (2024) Monitoring Twenty Years of Coastal Urbanization Using Remote Sensing and Machine Learning Techniques: A Case Study from Arabian Gulf Coasts. <em>SPIE, San Diego, CA, August 18-22, 2024.<\/em><\/li>\n\n\n\n<li>Hannoun, G. J., <strong>Menendez, M.<\/strong>, Abdelghaffar, H. M. (2024) Modeling and Investigating the Interactions Between Modular Vehicle \u200bTechnology and Traffic. <em>The 103rd Annual Meeting of the Transportation Research Board, Washington D.C., January 7-11, 2024.<\/em><\/li>\n\n\n\n<li>Hay, R., Singh, I., Krishnan, P., Wang, X., Shahbaz, F., El-Mesalami, N., Alchaar, A., <strong>Celik, K.<\/strong> (2024) Advances in Decarbonizing Cement Production and Development of Sustainable Construction Materials in the UAE. <em>Emerging Construction Materials \u2013 Towards Sustainable and Resilient Cities (ECO Materials), Abu Dhabi, February 1-2, 2024.<\/em><\/li>\n\n\n\n<li>Kubo, R., <strong>Difallah, D.<\/strong> (2024) XGExplainer: Robust Evaluation-Based Explanation for Graph Neural Networks. <em>SIAM International Conference on Data Mining (SDM24), Houston, TX, April 18-20, 2024.<\/em><\/li>\n\n\n\n<li>Lalropuia, KC., Goyal, S., <strong>Garcia de Soto, B.<\/strong> (2024) Game Theoretic Modeling of Insider Threats in an Organization. <em>Applied Cryptography and Network Security (ACNS 2024), Abu Dhabi, March 5-8, 2024.<\/em><\/li>\n\n\n\n<li>Liu, J., Zheng, F., Yu, B., <strong>Jabari, S. E.<\/strong> (2024). On the Fundamental Diagram Considering Non-Localities: A Novel Empirical Methodology. <em>The 103rd Annual Meeting of the Transportation Research Board, Washington D.C., January 7-11, 2024.<\/em><\/li>\n\n\n\n<li>Luo, Y., Yang, Y., Chen, J., <strong>Menendez, M.<\/strong> (2024) Modeling and Analyzing the Gaming Behavior in Typical Parking Conflicts. <em>The 103rd Annual Meeting of the Transportation Research Board, Washington D.C., January 7-11, 2024.<\/em><\/li>\n\n\n\n<li><strong>Nguyen, V.<\/strong> (2024) myAQM: Interfacing Portable Air Quality Monitor with the Apple Watch &#8211; An In-the-Wild Usability Study. <em>18th EAI International Conference on Pervasive Computing Technologies for Healthcare, Heraklion, Crete, September 17-18, 2024.<\/em><\/li>\n\n\n\n<li>Pudasaini, N., Hanif, M. A., <strong>Shafique, M.<\/strong> (2024) SPAQ-DL-SLAM: Towards Optimizing Deep Learning-based SLAM for Resource-Constrained Embedded Platforms. <em>18th International Conference on Control, Automation, Robotics and Vision (ICARCV), Dubai, December 12-15, 2024.&nbsp;<\/em><\/li>\n\n\n\n<li>Shahbaz, F., Singh, I., Krishnan, P., Hay, R., <strong>Celik, K.<\/strong> (2024) Synthesis and Utilization of Brucite for Green Construction from Desalination Reject Brine: A Comprehensive Life Cycle Analysis. <em>The International Conference on Desalination, Environment and Sustainability (IDEAS), Abu Dhabi,&nbsp; January 22-23, 2024.<\/em><\/li>\n\n\n\n<li>Shahzad, Z., Hanif, M. A., <strong>Shafique, M.<\/strong> (2024) DECADE: Towards Designing Efficient-yet-Accurate Distance Estimation Modules for Collision Avoidance in Mobile Advanced Driver Assistance Systems. <em>IEEE\/RSJ International Conference on Intelligent Robots and Systems (IROS), Abu Dhabi, October 14 \u2013 18, 2024<\/em>.<\/li>\n\n\n\n<li>Shahzad, Z., Hanif, M. A., <strong>Shafique, M.<\/strong> (2024) Robust ADAS: Enhancing Robustness of Machine Learning-Based Advanced Driver Assistance Systems for Adverse Weather. <em>IEEE International Conference on Image Processing (ICIP) Workshop on AI for Image Processing Applications on Traffic: Advancements, Challenges, and Opportunities (AI4IPoT), October 30, 2024.<\/em><\/li>\n\n\n\n<li>Wang, Y., Li, W., Maniatakos, M., <strong>Jabari, S. E.<\/strong> (2024) Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-Based Traffic Systems. <em>The 2024 Australian &amp; New Zealand Control Conference (ANZCC), Gold Coast, Australia, February 1-2, 2024.<\/em><\/li>\n\n\n\n<li>Wicaksana Putra, R. V., Marchisio, A., Zayer, F., Dias, J., <strong>Shafique, M.<\/strong> (2024) Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack. <em>18th International Conference on Control, Automation, Robotics and Vision (ICARCV), Dec 12 \u2013 15, 2024.&nbsp;<\/em><\/li>\n\n\n\n<li>Hovsepian, S., Balsa-Barreiro, J., <strong>Menendez, M.<\/strong> (2024) Optimizing the Spatial Distribution of Electric Vehicle Charging Infrastructure Using Space Syntax: A Case Study of Dubai, UAE. <em>4<\/em><em><sup>th<\/sup><\/em><em> Next-Generation Transport Systems (NGTS) Conference<\/em>, <em>Purdue, September 21-22, 2024.<\/em><\/li>\n\n\n\n<li>Khan, Z. S., <strong>Menendez, M.<\/strong> (2024) A Seamless Bus Network without External Transfers Using Autonomous Modular Vehicles. <em>25<\/em><em><sup>th<\/sup><\/em><em> <\/em><em>International Symposium on Transportation and Traffic Theory (ISTTT),<\/em> <em>Ann Arbor, MI, July 15-17, 2024.<\/em><\/li>\n\n\n\n<li>Balsa-Barreiro, J.,&nbsp; Hannoun, G., Batista, S. F. A., <strong>Menendez, M.<\/strong> (2024) Estimating Urban Healthcare Accessibility in Madrid (Spain) via Traffic-Based GIS Scenarios. <em>13th Asia-Pacific Conference on Transportation and the Environment (APTE), Singapore,&nbsp; July&nbsp; 8-10, 2024.<\/em><\/li>\n\n\n\n<li>Khan, Z. S., <strong>Menendez, M.<\/strong> (2024) ShuttleSLAM: An Integrated Feeder and Arterial Bus Service without Transfers. <em>12<\/em><em><sup>th <\/sup><\/em><em>Symposium of the European Association for Research in Transportation (hEART), Espoo, June 18-20, 2024.<\/em><\/li>\n\n\n\n<li>Elouni, M., Rakha, H. A.,&nbsp; <strong>Menendez, M.<\/strong>, Abdelghaffar,&nbsp; H. M.&nbsp; (2024) Geographical Self-Organizing Map Clustering in Large-Scale Urban Networks for Perimeter Control. <em>10<\/em><em><sup>th<\/sup><\/em><em> International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS), Angers, May 2-4, 2024.<\/em><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">2023<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Abanes, J., Prieto, S. A., <strong>Garc\u00eda de Soto, B.<\/strong> (2023). Autonomous and Continuous As-is 3D Thermal Mapping for Construction Environments. <em>Proceedings of the 2nd Future of Construction Workshop at the International Conference on Robotics and Automation (ICRA 2023), London, U.K., June 2, 2023.<\/em><\/li>\n\n\n\n<li>Alchaar, A., <strong>Celik, K.<\/strong> (2023) Piezoelectric Properties of 0-3 Lead Zirconate Titanate \u2013 Limestone Calcined Clay Cement Composites. <em>16<\/em><em><sup>th<\/sup><\/em><em> International Congress on the Chemistry of Cement (ICCC 2023), Bangkok, September 18-22, 2023.<\/em><\/li>\n\n\n\n<li>Alchaar, A., <strong>Celik, K.<\/strong> (2023) Effects of Limestone Calcined Clay Cement in 0-3 Connectivity of Piezoelectric Cementitious Composites. <em>13<\/em><em><sup>th<\/sup><\/em><em> Advances in Cement-Based Materials (Cements 2023), New York City, June 14-16, 2023..<\/em><\/li>\n\n\n\n<li>Ambadipudi, S., <strong>Jabari, S. E. <\/strong>(2023) Physics of Platoon Formation in Heterogeneous Traffic. <em>102nd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 8-12, 2023.<\/em><\/li>\n\n\n\n<li>Balsa-Barreiro, J., Batista, S. F. A., <strong>Menendez, M.<\/strong> (2023) Mapping Terrestrial Accessibility with the Time-Distorted Maps: the Spanish Case. <em>XV Congreso de Ingenier\u00eda de Transporte (CIT 2023),<\/em> <em>La Laguna, June 14-16, 2023.<\/em><\/li>\n\n\n\n<li>Balsa-Barreiro, J., Hannoun, G., Batista, S., <strong>Menendez, M.<\/strong> (2023) Analysis of Travel-Time Accessibility to Healthcare Facilities at the Regional Scale: A Case Study of Galicia, Spain. <em>102nd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 8-12, 2023.<\/em><\/li>\n\n\n\n<li>Balsa-Barreiro, J., Hannoun, G., Batista, S. F. A,. Menendez, M.&nbsp; (2023) Equitable accessibility to healthcare facilities considering population settings, <em>Citta<\/em>, Coimbra, June 2023.<\/li>\n\n\n\n<li>Batista, S. F. A., Bramich, D., Balsa-Barreiro, J., <strong>Menendez, M.<\/strong> (2023) A Fully Bayesian Mixture Model for Partitioning Urban Networks for MFD Applications. <em>102nd Transportation Research Board Annual Meeting (TRB), Washington D.C., January 8-12, 2023.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Cantelmo, G., <strong>Menendez, M.<\/strong>, Antoniou, C., Leclercq, L. (2023) On the Modeling of Activities Using an Aggregated Approach Based on the Macroscopic Fundamental Diagram. <em>XV Congreso de Ingenier\u00eda de Transporte (CIT 2023)<\/em>,<em> La Laguna, June 14-16, 2023.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Tilg, G., <strong>Menendez, M.<\/strong> (2023) On the Potential of Aggregated Traffic Models for Network-Wide Exhaust Emission Monitoring. <em>Portuguese Annual Meeting of Research in Transportation (GET 2022)<\/em>, <em>Lisbon, February 6-7, 2023.<\/em><\/li>\n\n\n\n<li>Bramich, D. M., <strong>Menendez, M.<\/strong>, Amb\u00fchl, L. (2023) Showcasing Improved Noise models for Empirical Fundamental Diagrams of Road Traffic Using FitFun. <em>102<\/em><em><sup>nd<\/sup><\/em><em> Transportation Research Board Annual Meeting (TRB)<\/em>,<em> Washington D.C., January 8-12, 2023.<\/em><\/li>\n\n\n\n<li><strong>Celik, K.<\/strong>, Krishnan, P., Singh. I. (2023) Development of Magnesium Silicate Hydrates from Brucite and Silica Fume. <em>16th International Congress on the Chemistry of Cement 2023 &#8211; ICCC2023, Bangkok, September 18-22, 2023.<\/em><\/li>\n\n\n\n<li><strong>Celik, K.<\/strong>, Singh, I., Hay, R. (2023) Accelerated Carbonation of Brucite Recovered from Desalination Reject Brine for Construction Applications. <em>16th International Congress on the Chemistry of Cement 2023 &#8211; ICCC2023, Bangkok, September 18-22, 2023.<\/em><\/li>\n\n\n\n<li>Elmesalami, N. Z., Abdolhosseini, M. J., <strong>Celik, K.<\/strong> (2023) Use of Reactive Magnesia Cements to Produce Low-Carbon Engineered Cementitious Composites. <em>13<\/em><em><sup>th<\/sup><\/em><em> Advances in Cement-Based Materials (Cements 2023), New York City, June 14\u201316, 2023.&nbsp;<\/em><\/li>\n\n\n\n<li>Elmesalami, N. Z., <strong>Celik, K.<\/strong> (2023) Investigating Carbonation and Hydration of Reactive Magnesia Cement Using Advanced Characterization Methods. <em>16<\/em><em><sup>th<\/sup><\/em><em> International Congress on the Chemistry of Cement (ICCC 2023), Bangkok, September 18-22, 2023.&nbsp;<\/em><\/li>\n\n\n\n<li>Filgueiras, M., Batista, S. F. A., Balsa-Barreiro, J., <strong>Menendez, M.<\/strong>, Ferreira, S., Tavares, J. P. (2023) Car-Less Cities, Then What?. <em>A case study for the City of Porto, Citta, Coimbra, June, 2023.<\/em><\/li>\n\n\n\n<li><strong>Garc\u00eda de Soto, B.<\/strong> (2023) Game Theoretic Modeling of Malicious Insider Threat to Common Data Environment in the AEC Industry. <em>The 7th Annual Graduate and Postdoctoral Research Showcase, Abu Dhabi, 22 May, 2023.<\/em><\/li>\n\n\n\n<li><strong>Garc\u00eda de Soto, B.<\/strong>, 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. <em>Creative Construction Conference (CCC 2023)<\/em>, <em>Keszthely, Hungary, June 20-23, 2023.<\/em><\/li>\n\n\n\n<li>Hanif, M. A., <strong>Shafique, M.<\/strong> (2023) FAQ: Mitigating the Impact of Faults in the Weight Memory of DNN Accelerators through Fault-Aware Quantization.&nbsp;<em>2023 International Joint Conference on Neural Networks (IJCNN). IEEE, Queensland, June 18-23, 2023.&nbsp;<\/em><\/li>\n\n\n\n<li>Hay, R, Gkoura, L., Equbal, A., <strong>Celik, K.<\/strong> (2023) Phase Formation and CO2 Absorption of Reactive Magnesium Oxide Cement with Additives under Various Curing Regimes. <em>16<\/em><em><sup>th<\/sup><\/em><em> International Congress on the Chemistry of Cement (ICCC 2023), Bangkok, September 18-22, 2023.<\/em><\/li>\n\n\n\n<li>Issa, S., Al Ameeri, M., Abouhaligah, H., Alkaabi, N., Sultan, M., <strong>Dahy, B.<\/strong> (2023). Modelling and Visualizing Urban Growth Trajectory in Abu Dhabi Using Time Series Satellite Imagery. <em>39th International Symposium on Remote Sensing of Environment (ISRSE-39) \u201cFrom Human Needs to SDGs\u201d, Antalya, April 24-28, 2023.<\/em><\/li>\n\n\n\n<li>Jagdale, K., Z. S. Khan, <strong>Menendez, M<\/strong>., Ornik (2023) Optimal Planning on a Single-Route Transit System with Modular Buses. <em>26<\/em><em><sup>th<\/sup><\/em><em> IEEE Intelligent Transportation Systems Conference (IEEE \u2013 ITSC), Bilbao, September 24-28, 2023.<\/em><\/li>\n\n\n\n<li>Khan, Z. S., <strong>Menendez, M.<\/strong> (2023) Beating Bus Bunching by Combining the Splitting and Holding of Autonomous Modular Buses. <em>Traffic Flow Theory and Characteristics Committee (TFTC) Summer Meeting, Amsterdam, July 26-28, 2023.<\/em><\/li>\n\n\n\n<li>Khan, Z. S., <strong>Menendez, M.<\/strong> (2023) Bye Bye to Bus Bunching: A New Solution Integrating the Splitting and Holding of Autonomous Modular Buses. <em>102<\/em><em><sup>nd<\/sup><\/em><em> Transportation Research Board Annual Meeting (TRB)<\/em>, <em>Washington D.C., January 8-12, 2023.<\/em><\/li>\n\n\n\n<li>Khelifati, A., Khayati, M., Dign\u00f6s, A., <strong>Difallah, D.<\/strong>, Cudr\u00e9-Mauroux, P. (2023). TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications. <em>Proceedings of the VLDB Endowment,<\/em> 16(11), 3363-3376. DOI: 10.14778\/3611479.3611532&nbsp;<\/li>\n\n\n\n<li>Krishnan, P., <strong>Celik, K.<\/strong> (2023) Effect of Nanoparticles on the Hydration and Carbonation of Reactive Magnesium Oxide Cement. <em>13<\/em><em><sup>th<\/sup><\/em><em> Advances in Cement-Based Materials (Cements 2023), Columbia University, New York City, June 14-16, 2023.<\/em><\/li>\n\n\n\n<li>Krishnan, P., Singh, I.,&nbsp; <strong>Celik, K.<\/strong> (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. <em>16th International Congress on the Chemistry of Cement 2023 \u2013 ICCC2023. Bangkok, September 18-22, 2023.<\/em><\/li>\n\n\n\n<li>Laval, J., <strong>Menendez M.<\/strong> (2023) Urban Network Percolation and Traffic Dynamics: Causality Relationships in Numerical Experiments. <em>Traffic Flow Theory and Characteristics Committee (TFTC) Summer Meeting, Amsterdam<\/em>, July 26-28, 2023.<\/li>\n\n\n\n<li>Li, W., Shafique, M., <strong>Jabari, S. E.<\/strong> (2023) Physical Backdoor Trigger Activation of Autonomous Vehicles Using Reachability Analysis. <em>The 62nd IEEE Conference on Decision and Control (CDC). Singapore, December 13-15, 2023.<\/em><\/li>\n\n\n\n<li><strong>Makovi, K.<\/strong>, Molina, M. (2023) Unequal Pay for Unequal Work? Uncertain Performance and Fairness in the Workplace. <em>American Sociological Association\u2019s Annual Meeting. Philadelphia, PA, August 17-21, 2023.<\/em><\/li>\n\n\n\n<li>Marchisio, A., De Marco, A., Colucci, A., Martina, M.,&nbsp; <strong>Shafique, M<\/strong>. (2023). RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks. <em>2023 International Joint Conference on Neural Networks (IJCNN), IEEE<\/em>, Queensland, June 18-23, 2023.<\/li>\n\n\n\n<li><strong>Marlow, T.<\/strong>,<strong> Makovi, K.<\/strong> (2023) Interacting Peer Effects on Residential Solar Panel Diffusion. <em>American Sociological Association\u2019s Annual Meeting. Philadelphia, PA, August 17-21, 2023.<\/em><\/li>\n\n\n\n<li><strong>Marlow, T.<\/strong>, <strong>Makovi, K.<\/strong> (2023) Interacting Peer Effects on Residential Solar Panel Diffusion. <em>International Network of Analytical Sociology annual conference in Princeton, NJ, June 8-9, 2023.<\/em><\/li>\n\n\n\n<li>Mirza, S., Begum, L., Niu, L., Pardo, S., <strong>Abouzied, A.<\/strong>, Papotti, P., P\u00f6pper, Ch. (2023) Tactics, Threats &amp; Targets: Modeling Disinformation and its Mitigation. <em>30th Annual Network and Distributed System Security Symposium, NDSS 2023, San Diego, CA, February 27 &#8211; March 3, 2023.<\/em><\/li>\n\n\n\n<li><strong>Nguyen., V. <\/strong>(2023) Interfacing Portable Air Quality Monitor With the Apple Watch an In the Wild usability Study. <em>PervasiveHealth 2023<\/em>, <em>Malm\u00f6, Sweden, November 27-29, 2023.<\/em><\/li>\n\n\n\n<li>Richards Maldonado, L., <strong>Abouzied, A<\/strong>., Gleason, N. W. (2023) ReaderQuizzer: Augmenting Research Papers with Just-In-Time Learning Questions to Facilitate Deeper Understanding. <em>Companion Publication of the 2023 Conference on Computer Supported Cooperative Work and Social Computing<\/em>, <em>Minneapolis, October 14-18, 2023.<\/em><\/li>\n\n\n\n<li><strong>Shafique, M.<\/strong> (2023) Emerging Trends in Multi-Accelerator and Distributed System for ML: Devices, Architectures, Tools and Applications. <em>IEEE\/ACM 60<\/em><em><sup>th<\/sup><\/em><em> Design Automation Conference (DAC), San Francisco, California, July 9-13, 2023<\/em>.<\/li>\n\n\n\n<li>Shahbaz, F.,<em> <\/em>Hay, R., <strong>Celik, K.<\/strong> (2023) Decarbonizing UAE Cement Industry with Limestone Calcined Clay Cement (LC3). <em>16<\/em><em><sup>th<\/sup><\/em><em> International Congress on the Chemistry of Cement (ICCC 2023), Bangkok, September 18-22, 2023.<\/em><\/li>\n\n\n\n<li>Singh, I., Hay, R.,<strong> Celik, K.<\/strong> (2023) Accelerated Carbonation of Brucite Recovered from Desalination Reject Brine for Construction Applications. <em>16th International Congress on the Chemistry of Cement 2023 &#8211; ICCC2023<\/em>. Ed. Further Reduction of CO2 &#8211; Emissions and Circularity in the Cement and Concrete Industry, <em>Thailand Concrete Association, Bangkok, September 18-22, 2023.<\/em><\/li>\n\n\n\n<li>Singh, I., Hay, R., <strong>Celik, K.<\/strong> (2023) Microstructure and Mechanical Properties of Brucite Recovered from Reject Brine via Different Precipitating Agents. <em>Engineering Mechanics Institute Conference 2023 (EMI\/PMC 2023), Georgia, Atlanta, June 6-9, 2023.<\/em><\/li>\n\n\n\n<li>Sun, S., Batista, S. F. A., <strong>Menendez M.<\/strong>, Wang Y. (2023) Impact of Infrastructure Features on the Energy Consumption of Diesel and Electric Buses: Insights from Microsimulation and Empirical Data. <em>102<\/em><em><sup>nd<\/sup><\/em><em> Transportation Research Board Annual Meeting (TRB), Washington D.C., January 8-12, 2023.<\/em><\/li>\n\n\n\n<li>Vaughan, G., Johansen, J., Mitchell, M., Shiels, H., <strong>Burt, J. A.<\/strong> (2023) Surviving the World&#8217;s Hottest Reefs; An Ecophysiological Approach to Assess the Acclamatory Capacity of Coral Reef Fishes. <em>4th Ecology and Evolution Ireland Conference<\/em>, <em>Dublin, January 5-6, 2023.<\/em><\/li>\n\n\n\n<li>Wang, X., <strong>Celik, K.<\/strong> (2023) Enhancing Carbonation of Reactive Magnesium Oxide Cement (RMC)-Based Composites with Cenospheres. <em>16<\/em><em><sup>th<\/sup><\/em><em> International Congress on the Chemistry of Cement (ICCC 2023), Bangkok, Thailand, September 18-22, 2023.<\/em><\/li>\n\n\n\n<li><strong>Wasmer, E.<\/strong>, Izdebski, A., Cocozza, C. (2023) History Unleashed: Harnessing the Knowledge Stored in Historical Documents Session.<em> <\/em><em>Big Historical Data Conference, Jena, Germany, November 22-25, 2023.&nbsp;<\/em><\/li>\n\n\n\n<li>Wu, K. F., Sasidharan, L., <strong>Menendez, M.<\/strong> (2023) Exploring Temporal Factors Affecting Driver Involvement in Fatal Crashes. <em>15<\/em><em><sup>th<\/sup><\/em><em> EASTS Conference, Kuala Lumpur, September 4-7, 2023.<\/em><\/li>\n\n\n\n<li>Yang, C., Ambadipudi, S., <strong>Jabari, S. E.<\/strong> (2023). Generalized Adaptive Smoothing Based Neural Network Architecture for Traffic State Estimation. <em>The 22nd World Congress of the International Federation of Automatic Control (IFAC). 56(2):3483-3490.<\/em><em>Yokohama, July 9-14, 2023.<\/em><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">2022<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ahmadi, M. M., Alrahis, L., Sinanoglu,&nbsp; O., <strong>Shafique, M.<\/strong> (2022) NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks. <em>The International Joint Conference on Neural Networks (IJCNN), at the IEEE World Congress on Computational Intelligence (WCCI), Padova, July 18-23, 2022.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Ameli, M., <strong>Menendez, M.<\/strong> (2022) Simulation-Based Dynamic System Optimum on Regional Networks Considering Aggregated Traffic Models. <em>Technical University of Munich (TUM), Singapore, April, 2022.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Balsa-Barreiro, J, <strong>Menendez, M.<\/strong> (2022) Understanding Transport Flows in Urban Environments with Macroscopic Fundamental Diagrams. <em>Data and Modeling: Applications of Complex Systems, Conference on Complex Systems (CCS 2022), Mallorca, October 17-23, 2022.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Bramich, D. M., Balsa-Barreiro, J., <strong>Menendez, M.<\/strong> (2022) Partitioning of Urban Networks for MFD Applications. <em>TRISTAN XI, Mauritius, June 19-25, 2022.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Cantelmo, G., Antoniou, C., <strong>Menendez, M.<\/strong> (2022) Data Scarcity in the Era of Big Data. <em>Portuguese Annual Meeting of Research in Transportation (GET 2022), Porto, March, 2022.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Cantelmo, G., <strong>Menendez, M.<\/strong>, Antoniou, C., Leclercq, L. (2022) Activity Based Macroscopic Fundamental Diagram: A Bottleneck-Like Econometric Model for General Urban Networks. <em>101st Transportation Research Board Annual Meeting (TRB), Washington D.C., January 9-13, 2022.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., <strong>Menendez, M.<\/strong> (2022) A Simula\u00e7\u00e3o Din\u00e2mica do Tr\u00e1fego em Meio Urbano Utilizando o Diagrama Macrosc\u00f3pico Fundamental (in Portuguese). <em>10\u00ba Congresso Rodoferrovi\u00e1rio Portugu\u00eas<\/em>, <em>Lisbon, July 5-7, 2022.<\/em><\/li>\n\n\n\n<li>Bramich, D. M., <strong>Menendez,<\/strong> M., Amb\u00fchl, L. (2022) Properly Accounting for the Noise in Empirical Fundamental Diagrams of Road Traffic. <em>Traffic and Granular Flow (TGF), New Delhi, October 15-17, 2022.<\/em><\/li>\n\n\n\n<li>Elmesalami, N., Abdolhosseini, M. J.,&nbsp;<strong>Celik, K.<\/strong> (2022) In-Situ TEM Imaging of Hydrated Magnesium Carbonate Polymorphs during Hydration and Carbonation of Magnesium Oxide.<em>&nbsp;12th Advances in Cement-Based Materials (Cements 2022), Irvine, California, July 11\u201313, 2022.<\/em><\/li>\n\n\n\n<li>Elmesalami, N., Hay, R., Singh, I., Krishnan,&nbsp;P., Wang, X., Peng,&nbsp;B., Shahbaz, F.,&nbsp;<strong>Celik, K.<\/strong> (2022)&nbsp;Potential of HESEB Soft X-Ray Beamline for Applications in Sustainable Construction Materials.<em>&nbsp;HESEB &#8211; Helmholtz-SESAME Soft X-Ray Beamline- Workshop on Soft X-Rays,&nbsp;Istanbul, September 9 \u2013 8, 2022.&nbsp;<\/em><\/li>\n\n\n\n<li>Gyorgy, A., Marlow, T., Abrahao, B., <strong>Makovi, K. <\/strong>(2022) Segregated Mobility Patterns Amplify Neighborhood Disparities in the Spread of COVID-19. <em>6th European Conference on Social Networks, London, September 12-16, 2022.<\/em><\/li>\n\n\n\n<li>Hamm, L. S., Loder, A., Tilg, G., <strong>Menendez, M.<\/strong>, Bogenberger, K. (2022) Network Inefficiency: Empirical Findings for Six European Cities. <em>101st Transportation Research Board Annual Meeting (TRB), Washington D.C., January 9-13,&nbsp; 2022.&nbsp;<\/em><\/li>\n\n\n\n<li>Hay, R.,&nbsp;<strong>Celik, K.<\/strong> (2022) Physio-Chemical Evolution and Corrosion Performance of LC3-Based Composites under Carbonation.<em>&nbsp;12th Advances in Cement-Based Materials (Cements 2022), , Irvine, California, July 11\u201313, 2022.<\/em><\/li>\n\n\n\n<li>Hay, R., Singh, I., Wang, X., ElMesalami, N.,&nbsp;<strong>Celik, K.<\/strong> (2022) Decarbonizing Cement Production with Environmentally-Friendly Cements in the UAE.<em>&nbsp;&nbsp;The UAE Climate Change Research Network\u2019s First Conference, Dubai, March 30-31, 2022.<\/em><\/li>\n\n\n\n<li>Jin, W. L., Martinez, I., <strong>Menendez, M.<\/strong> (2022) Compartmental Model and Fleet-Size Management for Shared Mobility Systems with for-Hire Vehicles. <em>24<\/em><em><sup>th<\/sup><\/em><em> International Symposium on Transportation and Traffic Theory (ISTTT), Beijing, July 24-26, 2022.<\/em><\/li>\n\n\n\n<li>Kantheepan, Y., Chen, Q., <strong>Garc\u00eda de Soto, B.<\/strong> (2022). Exploring AR-Based Solutions to Engage Local Workforce in Prefabricated Construction. <em>22nd International Conference on Construction Applications of Virtual Reality (CONVR2022). Seoul, November 16-19, 2022.<\/em><\/li>\n\n\n\n<li>Khan, Z.S., He, W.,&nbsp; <strong>Menendez, M.<\/strong> (2022) Application of Modular Vehicle Technology to Mitigate Bus Bunching.<em> 101st Transportation Research Board Annual Meeting (TRB), Washington D.C., January 9-13, 2022.<\/em><\/li>\n\n\n\n<li>Khan, Z. S., <strong>Menendez, M. <\/strong>(2022) A Combined Bus Splitting and Holding Strategy to Prevent Bus Bunching Using Autonomous Modular Buses. <em>10<\/em><em><sup>th<\/sup><\/em><em> Symposium of the European Association for Research in Transportation (hEART), Leuven, June 1-3, 2022.<\/em><\/li>\n\n\n\n<li>Khan, Z. S., <strong>Menendez, M.<\/strong> (2022) A Stop-Less Bus Service Paradigm Using Autonomous Modular Buses. <em>Symposium on Management of Future Motorway and Urban Traffic Systems (MFTS), Dresden, November 30 &#8211; December 2, 2022.<\/em><\/li>\n\n\n\n<li>Khan, Z.S., <strong>Menendez, M.<\/strong> (2022) Using Autonomous Modular Buses to Mitigate Bus Bunching. <em>UAE Graduate Student Research Conference (GSRC), Dubai, March 24, 2022.&nbsp;<\/em><\/li>\n\n\n\n<li>Ko, P., Gopee, M.A., Yu, L., Mansour, M., Garg. Y., <strong>Garc\u00eda de Soto, B.<\/strong> (2022) Development of an Instance Segmentation Model for Automatic Identification of Recyclable Objects in Construction Projects. <em>22nd International Conference on Construction Applications of Virtual Reality (CONVR2022), Seoul, November 16-19, 2022.<\/em><\/li>\n\n\n\n<li><strong>Makovi, K.<\/strong>, Molina, M. (2022) How Do Conservatives and Liberals Apply Fairness Principles When They Have Information about Group Membership and the Structure of Economic Opportunity?. <em>4th Annual Conference on Experimental Sociology, Utrecht, August 31 &#8211; September 2, 2022.<\/em><\/li>\n\n\n\n<li><strong>Makovi, K.<\/strong>, Molina, M. (2022) How Do Conservatives and Liberals Apply Fairness Principles When They Have Information about Group Membership and the Structure of Economic Opportunity?. <em>14th International Network of Analytical Sociologists Conference, Florence, Italy, May 26-27, 2022.<\/em><\/li>\n\n\n\n<li>Maleki, M., Bahrami, M., <strong>Menendez, M.<\/strong>, Balsa-Barreiro, J. (2022) Investigating the Causal Impact of Education Levels on Compliance with Mandates. <em>8<sup>th<\/sup> International Conference on Computational Social Science (IC2S2), Chicago, July 19-22, 2022.<\/em><\/li>\n\n\n\n<li>Marchisio, A., Caramia, G., Martina, M., <strong>Shafique, M.<\/strong> (2022)&nbsp; FakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems.<em> The International Joint Conference on Neural Networks (IJCNN), at the IEEE World Congress on Computational Intelligence (WCCI), Padova, July 18-23, 2022.<\/em><\/li>\n\n\n\n<li>Marlow, T., <strong>Makovi, K.<\/strong> (2022) Irrelevant Policy Options Decrease Conservative Support for Renewable Energy. <em>American Sociological Association\u2019s Annual Meeting. Los Angeles, California, August 5-9, 2022.<\/em><\/li>\n\n\n\n<li>Marlow, T., <strong>Makovi, K.<\/strong> (2022) Irrelevant Policy Options Decrease Conservative Support for Renewable Energy. <em>4th Annual Conference on Experimental Sociology. Utrecht, Netherlands. August 31 &#8211; September 2, 2022.<\/em><\/li>\n\n\n\n<li>Marlow, T., <strong>Makovi, K.<\/strong> (2022) Political Anchoring in Representations of Climate Policy Enables an Effective Politics of Delay. <em>Annual Conference of Experimental Sociology (ACES), Utrecht, Netherlands, August 31 &#8211; September 2, 2022.<\/em><\/li>\n\n\n\n<li>Marlow T., <strong>Makovi, K.<\/strong>, (2022). Urban Mobility Networks during the COVID\u201119 Pandemic. <em>6th European Conference on Social Networks,&nbsp; London, September 12-16,&nbsp; 2022.&nbsp;<\/em><\/li>\n\n\n\n<li>Marques J., Batista, S. F. A., <strong>Menendez, M.<\/strong>, Coelho, M. (2022) From Aggregate Traffic Models to Emissions Quantification: Connecting the Missing Dots. <em>Transport Infrastructure and Systems (TIS), Rome, September 15-16, 2022.<\/em><\/li>\n\n\n\n<li>Memon, S., <strong>Makovi, K.<\/strong>, Alshebli, B. (2022) Characterizing the Effect of Scientific Retractions on Collaboration Networks, <em>8th Annual International Conference on Computational Social Science. Chicago, July 19-22, 2022.<\/em><\/li>\n\n\n\n<li><strong>Nguyen, V.<\/strong> (2022)&nbsp; myAQM: Interface Portable Air Quality Sensors with Apple Watch. <em>In Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp\/ISWC \u201922 Adjunct), Cambridge, September 11\u201315, 2022.<\/em><\/li>\n\n\n\n<li>Putra, R. V. W., Hanif, M. A., <strong>Shafique, M<\/strong>. (2022) SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors. <em>Association for Computing Machinery (ACM) Showcase on Kudos. San Francisco, California, July, 2022.<\/em><\/li>\n\n\n\n<li>Sierra, D., <strong>Jabari, S. E.<\/strong> (2022). A Bayesian Learning Approach for Shoreline Protection Strategies.&nbsp; <em>The UAE Graduate Students Research Conference 2022 (UAEGSRC&#8217;2022). <\/em><em>Dubai, March 24, 2022.<\/em><\/li>\n\n\n\n<li>Singh, I., Hay, R., <strong>Celik, K.<\/strong> (2022) Investigation of Brucite Utilization as a Potential Sustainable Building Material. <em>Engineering Mechanics Institute Conference 2022 (EMI\/PMC 2022), Baltimore, Maryland, May 31 &#8211; June 3, 2022..<\/em><\/li>\n\n\n\n<li>Shahbaz, F., Singh, I.,&nbsp;Krishnan, P.,&nbsp;<strong>Celik, K.<\/strong>, Life Cycle Assessment Study for Magnesium-Based Cement Produced from Reject Brine.<em>&nbsp;12th Advances in Cement-Based Materials (Cements 2022), Irvine, California, July 11\u201313, 2022.<\/em><\/li>\n\n\n\n<li>Shen, Z., Cantelmo, G., Batista, S.F.A., <strong>Menendez, M.<\/strong>, Antoniou, C. (2022) Active Learning for Transport Studies: The Case of Rare or Sparse Demand Samples. <em>10<\/em><em><sup>th<\/sup><\/em><em> Symposium of the European Association for Research in Transportation (hEART), Leuven, June 1-3, 2022.<\/em><\/li>\n\n\n\n<li>Shen, Z., Cantelmo, G., Batista, S., <strong>Menendez, M.<\/strong>, Antoniou, C. (2022) Active Learning for Transport Studies: The Case of Sparse Demand Data. <em>Transport Research Arena (TRA), Lisbon, November 14-17, 2022.<\/em><\/li>\n\n\n\n<li>Sun, S., Batista, S. F. A., <strong>Menendez, M.<\/strong>, Wang, Y. (2022) Examining the Effect of Infrastructure Features on the Energy Consumption of Diesel and Electric Buses: A Microsimulation-Based Analysis. <em>10<\/em><em><sup>th<\/sup><\/em><em> Symposium of the European Association for Research in Transportation (hEART), Leuven, June 1-3, 2022.<\/em><\/li>\n\n\n\n<li>Sun, S., <strong>Menendez, M.<\/strong>, Batista, S. F A., Wang, Y. (2022) Impact of Dedicated Bus Lanes on the Energy Consumption of Battery Electric Buses: Insights from Empirical Data. <em>4<\/em><em><sup>th<\/sup><\/em><em> Bridging Transport Researchers Conference,Virtual Conference, August 4-5, 2022.<\/em><\/li>\n\n\n\n<li>Thodi, T. B., Ambadipudi, S., <strong>Jabari, S. E<\/strong>. (2022) Learning Solutions for LWR-type Traffic Flow Models. <em>The 10th Symposium of the European Association for Research in Transportation (hEART), paper ID: 209.&nbsp; Leuven, June 1-3, 2022.<\/em><\/li>\n\n\n\n<li>Thodi, T. B., Ambadipudi, S., <strong>Jabari, S. E.<\/strong> (2022) Learning-Based Solutions to Nonlinear Hyperbolic PDEs: Empirical Insights on Generalization Errors.&nbsp; <em>Fifth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2022). New Orleans, USA, December 3, 2022.<\/em><\/li>\n\n\n\n<li>Thodi, T. B., <strong>Jabari, S. E.<\/strong> (2022) Learning Resolution-Invariant Solutions for LWR-Type Traffic Flow Models. <em>101st Transportation Research Board Annual Meeting (TRB), Washington D.C., January 9-13, 2022.&nbsp;<\/em><\/li>\n\n\n\n<li>Xu, Y., Su, P., Coplin, A., <strong>Makovi, K.<\/strong> (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. <em>American Sociological Association Annual Meeting, Los Angeles, CA, August 5-9, 2022.<\/em><\/li>\n\n\n\n<li>Yang, C., Thonnam Thodi, B., <strong>Jabari, S. E.<\/strong> (2022) Generalized Adaptive Smoothing Using Matrix Completion for Traffic State Estimation.&nbsp; <em>The 25th IEEE International Conference on Intelligent Transportation Systems (ITSC), Macau, <\/em><em>China, September 18 &#8211; October 12, 2022.<\/em><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">2021<\/mark><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Batista, S. F. A., Cantelmo, G., <strong>Menendez, M.<\/strong>, Antoniou, C. (2021). On the Calculation of a Virtual Set of Trips for the Calibration of Aggregated Traffic Models. <em>100th Transportation Research Board Annual Meeting (TRB), Washington D.C., January, 2021.&nbsp;<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Cantelmo, G., Paipuri, M., Leclercq, L., <strong>Menendez, M.<\/strong>, Antoniou, C. (2021). Activity-Based Dynamic Traffic Assignment on Regional Networks and Aggregated Traffic Models. <em>International Symposium on Dynamic Traffic Assignment (DTA), Seattle, June 28 &#8211; July 2, 2021.&nbsp;<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., <strong>Menendez, M.<\/strong> (2021) On the Characterization of Eco-Friendly Paths for Regional Networks. <em>Euro Working Group in Transportation (EWGT) Meeting<\/em>, <em>Aveiro, September 8-10, 2021.&nbsp;<\/em><\/li>\n\n\n\n<li>Bramich, D. M., <strong>Menendez,<\/strong> M., Amb\u00fchl, L. (2021) FitFun: Improved Noise Models for Fundamental Diagrams. <em>International Symposium on Transportation Data and Modelling (ISTDM), Ann Arbor, June 21-24, 2021, Virtual Conference.<\/em><\/li>\n\n\n\n<li>Genser, A., Amb\u00fchl, L., Yang, K., <strong>Menendez, M.<\/strong>, Kouvelas, A. (2021) Enhancement of SPaT-messages with Machine Learning Based Time-To-Green Predictions. <em>9th Symposium of the European Association for Research in Transportation (hEART), Lyon, February 3-4, 2021.<\/em><\/li>\n\n\n\n<li>Hannoun, G. J., <strong>Menendez, M.<\/strong> (2021) Modular Technology for Emergency Medical Services. <em>100th Transportation Research Board Annual Meeting (TRB), Washington D.C., January, 2021.<\/em><\/li>\n\n\n\n<li>Hannoun, G. J., <strong>Menendez, M.<\/strong> (2021) Modular Dispatching and Redeployment System for Emergency Medical Services. <em>Conference of the International Federation of Operational Research Societies (IFORS), Seoul, August 22-27, 2021.<\/em><\/li>\n\n\n\n<li>Hay, R., Peng, B., <strong>Celik, K.<\/strong> (2021) Manufacturing, and Characterization of Lunar Regolith Simulants. <em>72nd International Astronautical Congress (IAC 2021), Dubai, October 25\u201329, 2021.<\/em><\/li>\n\n\n\n<li>Hay, R., Otchere, C., <strong>Celik, K.<\/strong> (2021) Phase Composition, Microstructure and Mechanical Properties of Recycled Reactive MgO Cement (RMC)-Based Composites under Carbonation. <em>Engineering Mechanics Institute Conference 2021 (EMI\/PMC 2021)<\/em>, <em>May 25-28, 2021, Virtual Conference.<\/em><\/li>\n\n\n\n<li>Kim, S., <strong>Menendez, M.<\/strong>, Yeo, H. (2021) Methodology to Increase the Flexibility in Inter-Region Flow Control for Urban Traffic. <em>100th Transportation<\/em>. <em>&nbsp;Research Board Annual Meeting (TRB), Washington D.C., January, 2021.&nbsp;<\/em><\/li>\n\n\n\n<li>Marchisio, A., Pira, G., Martina, M., Masera, G., <strong>Shafique, M<\/strong>. (2021) R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision Sensors.<em> IEEE\/RSJ International Conference on Intelligent Robots and Systems (IROS), Prague, September 27 &#8211; October 1, 2021, Virtual Conference.<\/em><\/li>\n\n\n\n<li>Marchisio, A., Pira, G., Martina, M., Masera, G., <strong>Shafique, M.<\/strong> (2021). DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks. <em>International Joint Conference on Neural Networks (IJCNN) , Shenzhen, July 18-20, 2021.<\/em><\/li>\n\n\n\n<li>Putra, R. V. W., Hanif, M. A., <strong>Shafique, M.<\/strong> (2021) SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference Using Approximate DRAM.<em> 58th IEEE\/ACM Design Automation Conference (DAC), San Francisco, December 5-9, 2021.<\/em><\/li>\n\n\n\n<li>Putra, R. V. W., <strong>Shafique, M.<\/strong> (2021) SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments. <em>58th IEEE\/ACM Design Automation Conference (DAC), San Francisco, December 5-9, 2021.<\/em><\/li>\n\n\n\n<li>Thodi, B. T., Khan, Z. S., <strong>Jabari, S. E.<\/strong>,<strong> Menendez, M.<\/strong> (2021) Anisotropic Kernels for Deep Convolutional Neural Network Based Traffic Speed Reconstruction. <em>100th Transportation Research Board Annual Meeting (TRB), Washington D.C., January, 2021.<\/em><\/li>\n\n\n\n<li>Thodi, B. T., Khan, Z. S., <strong>Jabari, S. E.<\/strong>,<strong> Men\u00e9ndez, M.<\/strong> (2021) Learning Traffic Speed Dynamics from Visualizations. <em>IEEE International Intelligent Transportation Systems Conference (ITSC), Indianapolis, USA, September 19-22, 2021.<\/em><\/li>\n\n\n\n<li>Tilg, G., Ambuhl, L., Batista, S. F. A., <strong>Menendez, M.<\/strong>, Leclercq, L., Busch, F. (2021) Semi-Analytical Estimation of Macroscopic Fundamental Diagrams: From Corridors to Networks. <em>100th Transportation Research Board Annual Meeting (TRB), Washington D.C., January, 2021.<\/em><\/li>\n\n\n\n<li>Viale, A., Marchisio, A., Martina, M., Masera, G., <strong>Shafique, M.<\/strong> (2021) CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor. <em>International Joint Conference on Neural Networks (IJCNN) , Shenzhen, July 18-22, 2021, Virtual Conference,<\/em><\/li>\n\n\n\n<li>Wang, Y., Maniatakos, M., <strong>Jabari, S. E.<\/strong> (2021) A Trigger Exploration Method for Backdoor Attacks on Deep Learning-Based Traffic Control Systems. <em>The 60th IEEE Conference on Decision and Control (CDC), Texas, December 13-17, 2021.&nbsp;<\/em><\/li>\n\n\n\n<li>Wang, X., Wambura, V.D., Ashmawy, D., Singh, I., <strong>Celik, K.<\/strong> (2021) Improving Buildability of Limestone Calcined Clay-Based Cementitious Materials by Incorporating Nanoclay. <em>11th Advances in Cement-Based Materials (Cements 2021), June 23-25, 2021, Virtual Conference.<\/em><\/li>\n\n\n\n<li>Wang, X., <strong>Celik, K.<\/strong> (2021) 3D Printable Lightweight Reactive Magnesium Oxide Cement Composite with Improved Thermal Insulation. <em>Engineering Mechanics Institute Conference 2021 (EMI\/PMC 2021)<\/em>, May 2<em>5-28, 2021, Virtual Conference.<\/em><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2020<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Benkrouda, O., Thodi, B. T., Yeo, H., <strong>Menendez, M.<\/strong>,<strong> Jabari, S. E. G.<\/strong> (2020) Traffic State Reconstruction Using Deep Convolutional Neural Networks. <em>99th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 12-16, 2020.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Cantelmo, G., <strong>Menendez, M.<\/strong>, Antoniou, C. (2020) The Calculation of the Virtual Set of Trips for the Calibration of Aggregated Traffic Models.<em> 3rd Symposium on Management of Future Motorway and Urban Traffic Systems (MFTS), Luxembourg, July 6-8, 2020.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Ingole, D., Leclercq, L., <strong>Menendez, M.<\/strong> (2020) The Role of Trip Lengths in Perimeter Control Strategy. <em>99th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 12-16, 2020.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., <strong>Menendez, M.<\/strong> (2020). The Ecologically Friendly Paths on Regional Networks. <em>Encontro do Grupo de Estudos em Transportes (GET), Covilh\u00e3, February, 2020.<\/em><\/li>\n\n\n\n<li>Batista, S. F. A., Leclercq, L., <strong>Menendez, M.<\/strong> (2020) Regional Dynamic Traffic Assignment Framework with Time-Dependent Trip Lengths. <em>99th Transportation Research Board Annual Meeting (TRB), Washington D.C., January 12-16, 2020.<\/em><\/li>\n\n\n\n<li>Brucato, M., Yadav, N., <strong>Abouzied, A.<\/strong>, Haas, P. J., Meliou, A. (2020) Stochastic Package Queries in Probabilistic Databases. <em>International Conference on Management of Data. SIGMOD \u201920., Portland, June 14-19, 2020.<\/em><\/li>\n\n\n\n<li>Hay, R., Singh, I., <strong>Celik, K.<\/strong> (2020) Synthesis of Brucite from Reject Brine and Its Direct Carbonation for Possible Use as Construction Material. <em>Goldschmidt, Virtual, June 21-26, 2020.<\/em><\/li>\n\n\n\n<li>Hay, R., <strong>Celik, K.<\/strong> (2020) Accelerated Carbonation of Reactive MgO Cement (RMC)-Based Composite for Potential Industrial Application. <em>Advanced Materials for Sustainable Infrastructure Development, Gordon Research Seminar, Ventura, California, February 23-28, 2020.<\/em><\/li>\n\n\n\n<li>Hay, R., <strong>Celik, K.<\/strong> (2020) Performance and Characterization of Limestone Calcined Clay Cement (LC3) with Low Reactivity Clay and Limestone of Different Particle Sizes. <em>Limestone Calcined Clay Cements (LC3) Information Day, Abu Dhabi, February 5, 2020.<\/em><\/li>\n\n\n\n<li>Genser, A., Amb\u00fchl, L., Yang, K., <strong>Menendez, M.<\/strong>, Kouvelas, A. (2020) Time-to-Green Predictions: A Framework to Enhance SPaT Messages Using Machine Learning. <em>The 23rd IEEE International Conference on Intelligent Transportation Systems (IEEE \u2013 ITSC), Rhodes, September 20-23, 2020.<\/em><\/li>\n\n\n\n<li>Li, L., Lin, D., <strong>Jabari, S. E.<\/strong> (2020) A User-Based Charge and Subsidy Scheme for Single O-D Network Mobility Management. <em>The 23rd IEEE International Conference on Intelligent Transportation Systems (IEEE \u2013 ITSC), Rhodes, September 20-23, 2020.<\/em><\/li>\n\n\n\n<li>Li, W., Yang, C., <strong>Jabari, S. E.<\/strong> (2020) Short-term traffic forecasting using high-resolution traffic data. <em>The 23rd IEEE International Conference on Intelligent Transportation Systems (IEEE \u2013 ITSC), Rhodes, September 20-23, 2020.<\/em><\/li>\n\n\n\n<li>Lin, D., <strong>Jabari, S. E.<\/strong> (2020) Comparative Analysis of Economic Instruments in Intersection Operations: A User-Based Perspective. <em>The 23rd IEEE International Conference on Intelligent Transportation Systems (IEEE \u2013 ITSC), Rhodes, September 20-23, 2020.<\/em><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026 2025 2024 2023 2022 2021 2020<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-1789","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/sites.nyuad.nyu.edu\/cities\/wp-json\/wp\/v2\/pages\/1789","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.nyuad.nyu.edu\/cities\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.nyuad.nyu.edu\/cities\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.nyuad.nyu.edu\/cities\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.nyuad.nyu.edu\/cities\/wp-json\/wp\/v2\/comments?post=1789"}],"version-history":[{"count":44,"href":"https:\/\/sites.nyuad.nyu.edu\/cities\/wp-json\/wp\/v2\/pages\/1789\/revisions"}],"predecessor-version":[{"id":6304,"href":"https:\/\/sites.nyuad.nyu.edu\/cities\/wp-json\/wp\/v2\/pages\/1789\/revisions\/6304"}],"wp:attachment":[{"href":"https:\/\/sites.nyuad.nyu.edu\/cities\/wp-json\/wp\/v2\/media?parent=1789"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}