Jürgen Hackl

First name

Jürgen

Last name

Hackl

Bi, Wei, Kirsten MacAskill, and Jürgen Hackl. 2023. “Flood Resilience of Urban Rail Transit Systems: Network Modelling-Driven Resilience Assessment and Recovery Prioritisation”. In 3rd International Conference on Resilience to Natural Hazards and Extreme Weather Events. Washington, D.C.: TRB.

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Nocet–Binois, Estéban, and Jürgen Hackl. 2025. “Data-Driven Graph Inference for Large-Scale Infrastructure Networks”. In International School and Conference on Network Science (NetSci 2025). Maastricht, the Netherlands.

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Bi, Wei, Jürgen Hackl, and Kirsten MacAskill. 2024. “Enhancing Flood Resilience of Urban Rail Transit Systems: A Focus on Strategic Prioritisation of Recovery Resources”. In 2024 International Conference on Resilient Systems (ICRS). Singapore.

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Scholtes, Ingo, Jürgen Hackl, Franziska Heeg, Moritz Lampert, Lisi Qarkaxhija, and Vincenzo Perri. 2025. “Towards GPU-Accelerated Temporal Graph Learning With Higher-Order De Bruijn Graphs”. In International School and Conference on Network Science (NetSci 2025). Maastricht, the Netherlands.

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Cai, Justin, Ming Shan Ng, and Jürgen Hackl. 2024. “Evaluating the Impact of Extreme Weather Events on Historic Waterways Through Surrogate Modeling”. In 2024 International Conference on Resilient Systems (ICRS). Singapore.

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Tian, Chenxiao, and Jürgen Hackl. 2024. “Exploring Complex Systems With Markov Bridge and RWR Models”. In 2024 SIAM Conference on Mathematics of Data Science. Atlanta, GA, UAS: SIAM.

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Caprani, Colin, Mohammad Shihabuddin Khan, and Jürgen Hackl. (2025) 2025. “PySTRA: Python Structural Reliability Analysis”. SoftwareX 29: 102047. doi:10.1016/j.softx.2025.102047.

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Tian, Chenxiao, and Jürgen Hackl. 2025. “Clustering-Weighted Multivariate Multiscale Sample Entropy: Measures of Complexity for Large-Scale Time Series Dataset and Its Applications in Nonlinear Dynamics and Transportation Systems”. In 14th International Conference on Structural Safety and Reliability (ICOSSAR’25). Los Angeles, CA, USA: ICOSSAR.

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Chen, Qian, Ming Shan Ng, and Jürgen Hackl. 2025. “Smart or Not? Perspectives on Digital Fabrication and Digital Construction”. Routledge.

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Zhang, Chen, and Jürgen Hackl. 2024. “Complex Pathways in Urban Transportation Systems: A Higher-Order Network Analysis of Sioux Falls”. In The 13th International Conference on Complex Networks and Their Applications. Istanbul, Turkey.

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Fan, Xudong, and Jürgen Hackl. 2023. “AI-Aided Modeling and Rapid Recovery for Networked Infrastructure Systems under Natural Hazards”. In Infrastructure Innovation & Adaptation for a Sustainable & Resilient World (ASCE INSPIRE). Arlington, VA, USA: ASCE.

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Zhang, Chen, and Jürgen Hackl. 2025. “Destination Prediction in Higher-Order Networks Using End-Point Conditioned Markov Chains”. In International School and Conference on Network Science (NetSci 2025). Maastricht, the Netherlands.

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Fan, Xudong, and Jürgen Hackl. 2024. “Advanced Network Representation Using Graph Convolutional Networks”. In AI in Motion: Shaping the Future of Mobility & Safety Symposium. Austin, TX, USA: TxDOT.

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Fan, Xudong, and Jürgen Hackl. (2025) 2024. “Regional Spatial Graph Convolutional Network (RSGCN)”. doi:10.5281/ZENODO.11584148.

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Fan, Xudong, and Jürgen Hackl. 2024. “Topology Inference of Spatially Embedded Network Using Graph Convolutional Networks”. In . Québec City, CA.

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Fan, Xudong, Yishuo Jiang, Ray Y. Zhong, Fabio Duarte, Waishan Qiu, Jürgen Hackl, and Miroslaw J. Skibniewski. (2025) 2025. “Advancements and Potential Pitfalls for Smart Cities and Sentient Infrastructures”. Digital Engineering 5: 100036. doi:10.1016/j.dte.2025.100036.

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Fan, Xudong, and Jürgen Hackl. (2025) 2025. “Code and Data: Generic Multimodal Spatially Graph Network for Spatially Embedded Network Representation Learning (GMu-SGCN)”. Zenodo. doi:10.5281/ZENODO.14798994.

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Fan, Xudong, and Jürgen Hackl. 2025. “Generic Multimodal Spatially Graph Convolutional Network Learning for Spatially Embedded Network Representation.”

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Fan, Xudong, and Jürgen Hackl. (2025) 2025. “Modeling of Spatially Embedded Networks via Regional Spatial Graph Convolutional Networks”. Computer-Aided Civil and Infrastructure Engineering 40: 427–444. doi:10.1111/mice.13286.

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Hackl, Jürgen, and Juan Carlos Lam. 2023. “Navigating Infrastructure Resilience With Advanced Simulations”. In Infrastructure Innovation & Adaptation for a Sustainable & Resilient World (ASCE INSPIRE). Arlington, VA, USA: ASCE.

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Hackl, Jürgen. 2023. “Networked Systems: Going Beyond Topological Relations”. In 2023 INFORMS Annual Meeting. Phoenix, AZ, USA: INFORMS.

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Hackl, Jürgen, and Juan Carlos Lam. 2023. “Strengthening Infrastructure Systems: A Scalable Computational Platform for Risk and Resilience Estimation”. In 3rd International Conference on Resilience to Natural Hazards and Extreme Weather Events. Washington, D.C.: TRB.

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Fan, Xudong, and Jürgen Hackl. (2024) 2024. “Modeling of Spatially Embedded Networks via Regional Spatial Graph Convolutional Networks”. Computer-Aided Civil and Infrastructure Engineering n/a. doi:10.1111/mice.13286.

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Hackl, Jürgen. (2023) 2023. “Network Analysis of Systems of Systems Models for Complex Infrastructure Systems”. In Proceedings of the 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14). Dublin, Irland: Trinity College Dublin. Referenced from hdl.handle.net: Network Analysis of Systems of Systems Models for Complex Infrastructure Systems.

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Hackl, Jürgen. 2019. “Risk Assessments of Complex Infrastructure Systems Considering Spatial and Temporal Aspects”. doi:10.3929/ethz-b-000345378.

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Hackl, Jürgen. 2015. “The Assessment of the Reliability of Potentially Deteriorated Reinforced Concrete Elements With Bayesian Networks”. In International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP) (12th : 2015). doi:10.14288/1.0076031.

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Chang, Yun-Tsui, Aritra Pal, Jürgen Hackl, and Shang-Hsien Hsieh. 2021. “The Needs and Trends of Urban Simulation Platforms- A Review”. In Proceedings of the 38th International Symposium on Automation and Robotics in Construction (ISARC), edited by Chen Feng, Thomas Linner, Ioannis Brilakis, Daniel Castro, Po-Han Chen, Yong Cho, Jing Du, et al., 122–128. Dubai, UAE: International Association for Automation and Robotics in Construction (IAARC). doi:10.22260/ISARC2021/0019.

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Hackl, Jürgen. 2021. “A Cloud-Based Computational Platform to Manage Risk and Resilience of Buildings and Infrastructure Systems”. In Proceedings of the 31st European Safety and Reliability Conference (ESREL) 2021, edited by Bruno Castanier, Marko Cepin, David Bigaud, and Christophe Berenguer, 369. France, Angers: Research Publishing, Singapore.

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Perri, Vincenzo, Gabriele DiBona, Luca Gallo, Christoph Gote, Jürgen Hackl, Desmond Higham, and Frank Schweitzer. 2021. “Applications of Higher-Order Models”. Edited by Tina Eliassi-Rad, Vito Latora, Martin Rosvall, and Ingo Scholtes. Dagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. doi:10.4230/DagRep.11.7.139.

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Hackl, Jürgen, Bryan T. Adey, and Claudio Martani. 2021. “Optimal Investment Decisions for Water Supply Resilience”. In The 25th Symposium on Construction Engineering and Management, 1–8. Taipei, Taiwan: National Taiwan University.

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Hackl, Jürgen, Ingo Scholtes, Luka Petrović, Vincenzo Perri, Luca Verginer, and Christoph Gote. 2021. “Analysis and Visualisation of Time Series Data on Networks With Pathpy”. In ACM Web Conference, 530–532. New York, NY, USA: Association for Computing Machinery. doi:10.1145/3442442.3452052.

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Moghtadernejad, Saviz, Bryan T Adey, and Jürgen Hackl. 2020. “Determination of the Post-Disaster Optimal Restoration Intervention Programs for Transportation Infrastructure”. In Proceedings of the Joint International Resilience Conference 2020.

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Ng, Ming Shan, Marcella Bonanomi, Daniel M. Hall, and Jürgen Hackl. 2020. “Design for Digital Fabrication: An Industry Needs Analysis of Collaboration Platforms and Integrated Management Processes”. In Proceedings of the 37th International Symposium on Automation and Robotics in Construction (ISARC), edited by Hisashi Osumi, Tateyama Hiroshi, and Furuya Kazuyoshi, 318–325. International Association for Automation and Robotics in Construction (IAARC). doi:10.22260/ISARC2020/0046.

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Hackl, Jürgen, and Bryan T. Adey. 2019. “The Effect of Restoration on the Resilience of Transportation Infrastructure”. In 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13). ICASP. doi:10.22725/ICASP13.024.

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Hackl, Jürgen, and Thibaut Dubernet. 2018. “Modelling Epidemic Spreading in Urban Areas With Large-Scale Agent-Based Transport Simulations”. In The 7th International Conference on Complex Networks and Their Applications: Book of Abstracts, edited by Hocine Cherifi, Luca Aiello, Chantal Cherifi, Pietro Lio, Renaud Lambiotte, and Luis Rocha, 85 –87. Cambridge, UK: University of Cambridge.

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Hackl, Jürgen, Magnus Heitzler, Juan Carlos Lam, Bryan T. Adey, and Lorenz Hurni. 2017. “Development of Flood and Mudflow Events for the Spatio-Temporal Risk Assessment of Networks”. In Proceedings of the 10th World Congress of EWRA ’panta rhei’, 10:197–203. Athens, Greece: Grigoris Publications.

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Hackl, Jürgen, and Bryan T. Adey. 2017. “Generation of Spatially Embedded Random Networks to Model Complex Transportation Networks”. Edited by Robby Caspeele, Luc Taerwe, and Dirk Proske. Cham: Springer International Publishing. doi:10.1007/978-3-319-47886-9_15.

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Lethanh, Nam, Jürgen Hackl, and Bryan T. Adey. 2016. “Estimating Markov Transition Probabilities for Reinforced Concrete Bridges Based on Mechanistic-Empirical Corrosion Models”. Edited by Túlio Bittencourt, Dan Frangopol, and André Beck. CRC Press. doi:10.1201/9781315207681-296.

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Adey, Bryan T., Jürgen Hackl, Juan Carlos Lam, Pieter Van Gelder, Peter Prak Prak, Noel Van Erp, Magnus Heitzler, Ionut Iosifescu-Enescu, and Lorenz Hurni. 2016. “Ensuring Acceptable Levels of Infrastructure Related Risks Due to Natural Hazards With Emphasis on Conducting Stress Tests”. In 1st International Symposium on Infrastructure Asset Management (SIAM2016), edited by Kiyoshi Kobayashi, Keiichi Tamura, and Kiyouki Kaito, 19–29. Kyoto, Japan: Kyoto University.

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Heitzler, Magnus, Ionuţ Enescu, Bryan T. Adey, Jürgen Hackl, and Lorenz Hurni. 2015. “Towards Cartographic Support for Risk Assessments of Civil Infrastructures”. In Proceedings of the 27th International Cartographic Conference (ICC 2015). Brazilian Society of Cartography.

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Hackl, Jürgen, Bryan T. Adey, Magnus Heitzler, Ionut Iosifescu-Enescu, and Lorenz Hurni. 2015. “A Process for the Assessment of Infrastructure Related Risk Due to Natural Hazards”. In Proceedings of ICSC15: The Canadian Society for Civil Engineering 5th International 11th Construction Specialty Conference, edited by T.M. Froese, L. Newton, F. Sadeghpour, and D.J. Vanier, 246. The University of British Columbia. doi:10.14288/1.0076348.

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Hackl, Jürgen, Bryan T. Adey, Magnus Heitzler, Ionut Iosifescu-Enescu, and Lorenz Hurni. 2014. “An Overarching Process to Evaluate Risks Associated With Infrastructure Networks Due to Natural Hazards”. In International Conference Analysis and Management of Changing Risks for Natural Hazards.

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Wang, Tiao, Chunhe Li, Jian-jun Zheng, Jürgen Hackl, Yao Luan, Tetsuya Ishida, and Satya Medepalli. 2023. “Consideration of Coupling of Crack Development and Corrosion in Assessing the Reliability of Reinforced Concrete Beams Subjected to Bending”. Reliability Engineering & System Safety 233: 109095. doi:10.1016/j.ress.2023.109095.

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Moghtadernejad, Saviz, Bryan Tyrone Adey, and Jürgen Hackl. 2022. “Prioritizing Road Network Restorative Interventions Using a Discrete Particle Swarm Optimization”. Journal of Infrastructure Systems 28: 04022039. doi:10.1061/(ASCE)IS.1943-555X.0000725.

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Ng, Ming Shan, Qian Chen, Daniel M. Hall, Jürgen Hackl, and Bryan T. Adey. 2022. “Designing for Digital Fabrication: An Empirical Study of Industry Needs, Perceived Benefits, and Strategies for Adoption”. Journal of Management in Engineering 38: 04022052. doi:10.1061/(ASCE)ME.1943-5479.0001072.

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Moghtadernejad, Saviz, Bryan Tyrone Adey, and Jürgen Hackl. 2022. “Determination of Postdisaster Restoration Programs for Road Networks Using a Double-Stage Optimization Approach”. Journal of Infrastructure Systems 28: 04022025. doi:10.1061/(ASCE)IS.1943-555X.0000700.

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Adey, Bryan T, Claudio Martani, and Jürgen Hackl. 2022. “Investing in Water Supply Resilience Considering Uncertainty and Management Flexibility”. Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction 175: 104–115. doi:10.1680/jsmic.21.00005.

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Moghtadernejad, Saviz, Gérald Huber, Jürgen Hackl, and Bryan T Adey. 2022. “Data-Driven Estimation of Deterioration Curves: A Railway Supporting Structures Case Study”. Infrastructure Asset Management 9: 3–17. doi:10.1680/jinam.21.00006.

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Lam, Juan Carlos, Magnus Heitzler, Jürgen Hackl, Bryan T. Adey, and Lorenz Hurni. 2020. “Modelling the Functional Capacity Losses of Networks Exposed to Hazards”. Sustainable and Resilient Infrastructure 5: 30–48. doi:10.1080/23789689.2018.1469357.

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Lam, Juan Carlos, Jürgen Hackl, Magnus Heitzler, Bryan T. Adey, and Lorenz Hurni. 2020. “Impact Assessment of Extreme Hydrometeorological Hazard Events on Road Networks”. Journal of Infrastructure Systems 26: 04020005. doi:10.1061/(ASCE)IS.1943-555X.0000530.

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