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.

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

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.

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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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

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.

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.

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.

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.

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

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.

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.

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.

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.

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.

Liu, YuanChi, Sue McNeil, Jürgen Hackl, and Bryan T. Adey. 2022. “Prioritizing Transportation Network Recovery Using a Resilience Measure”. Sustainable and Resilient Infrastructure 7: 70–81. doi:10.1080/23789689.2019.1708180.

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.

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.

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.

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.

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), 122–128. Dubai, UAE: International Association for Automation and Robotics in Construction (IAARC). doi:10.22260/ISARC2021/0019.

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.

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.

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, 369. France, Angers: Research Publishing, Singapore.

Perri, Vincenzo, Gabriele DiBona, Luca Gallo, Christoph Gote, Jürgen Hackl, Desmond Higham, and Frank Schweitzer. 2021. “Applications of Higher-Order Models”. Dagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum für Informatik. doi:10.4230/DagRep.11.7.139.

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.

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.

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.

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), 318–325. International Association for Automation and Robotics in Construction (IAARC). doi:10.22260/ISARC2020/0046.

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.

Hackl, Jürgen, and Bryan T Adey. 2019. “Modelling Multi-Layer Spatially Embedded Random Networks”. Journal of Complex Networks 7: 254–280. doi:10.1093/comnet/cny019.

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

Hackl, Jürgen, and Thibaut Dubernet. 2019. “Epidemic Spreading in Urban Areas Using Agent-Based Transportation Models”. Future Internet 11: 92. doi:10.3390/fi11040092.

Hackl, Jürgen, and Bryan T. Adey. 2019. “Estimation of Traffic Flow Changes Using Networks in Networks Approaches”. Applied Network Science 4: 28. doi:10.1007/s41109-019-0139-y.

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.

Hackl, Jürgen, Juan Carlos Lam, Magnus Heitzler, Bryan T. Adey, and Lorenz Hurni. 2018. “Estimating Network Related Risks: A Methodology and an Application in the Transport Sector”. Natural Hazards and Earth System Sciences 18: 2273–2293. doi:10.5194/nhess-18-2273-2018.

Hackl, Jürgen, Bryan T. Adey, Michał Woźniak, and Oliver Schümperlin. 2018. “Use of Unmanned Aerial Vehicle Photogrammetry to Obtain Topographical Information to Improve Bridge Risk Assessment”. Journal of Infrastructure Systems 24: 04017041. doi:10.1061/(ASCE)IS.1943-555X.0000393.

Hackl, Jürgen, Bryan T. Adey, and Nam Lethanh. 2018. “Determination of Near-Optimal Restoration Programs for Transportation Networks Following Natural Hazard Events Using Simulated Annealing: Restoration Programs for Transportation Networks Following Natural Hazard Events Using Simulated Annealing”. Computer-Aided Civil and Infrastructure Engineering 33: 618–637. doi:10.1111/mice.12346.

Lam, Juan Carlos, Bryan T. Adey, Magnus Heitzler, Jürgen Hackl, Pierre Gehl, Noel Van Erp, Dina Ayala, Pieter Van Gelder, and Lorenz Hurni. 2018. “Stress Tests for a Road Network Using Fragility Functions and Functional Capacity Loss Functions”. Reliability Engineering & System Safety 173: 78–93. doi:10.1016/j.ress.2018.01.015.