Items where Subject is "Institute for the Protection of Terrestrial Infrastructures > Digital Twins of Infrastructures"

Institutes and Facilities (146008)
- Institute for the Protection of Terrestrial Infrastructures (195)
  - Digital Twins of Infrastructures (59)

Number of items at this level: 59.

Brucherseifer, Eva and Fay, Alexander, eds. (2021) Special Issue: Digital Twins. at - Automatisierungstechnik, 69 (12). Oldenbourg Wissenschaftsverlag. ISSN 0178-2312. Volltext nicht online.

Babli, Mohannad and Gebhard, Tobias and Brucherseifer, Eva (2025) Open Data-Driven Reconstruction of Power Distribution Grid: A Land Use-Based Approach. Electronics, 14 (7). Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/electronics14071414. ISSN 2079-9292.

Bilgin, Sinan (2024) Real-time Anomaly Detection of Power Demand using Probabilistic Forecasting. Master's, Technische Universität Darmstadt. Volltext nicht frei.

Brucherseifer, Eva (2021) Plattformen - Ein Blick in die Welt. WFVD Workshop 4.0, 2021-03-31, online. Volltext nicht frei.

Brucherseifer, Eva and Winter, Hanno and Mentges, Andrea and Mühlhäuser, Max and Hellmann, Martin (2021) Digital Twin conceptual framework for improving critical infrastructure resilience. at - Automatisierungstechnik, 69 (12), pp. 1062-1080. de Gruyter. doi: 10.1515/auto-2021-0104. ISSN 0178-2312.

Cao, Susanna and Franke, Kai and Koch, Tobias and Lenhard, Tamara (2024) Automated Generation of Urban Digital Shadows using Open Data. In: Annual Modeling and Simulation Conference, ANNSIM 2024. 2024 Annual Modeling and Simulation Conference (ANNSIM’24), 2024-05-20 - 2024-05-23, Washington D.C., USA. doi: 10.23919/ANNSIM61499.2024.10732278. ISBN 978-171389931-0. Volltext nicht frei.

Chacón Correa, Rubén Alberto (2024) Automated Generation of Synthetic Distribution Grids Based on open GIS Data. Master's, Technische Universität Darmstadt. Volltext nicht frei.

Dieter, Tamara and Weinmann, Andreas and Brucherseifer, Eva (2023) Generating Synthetic Data for Deep Learning-Based Drone Detection. In: AIP Conference Proceedings, 1 (2939). American Institute of Physics Conference Proceedings. 48th International Conference “Applications of Mathematics in Engineering and Economics” (AMEE'22), 2022-06-07 - 2022-06-13, Sozopol, Bulgaria. doi: 10.1063/5.0180345. ISSN 0094-243X. Volltext nicht frei.

Dieter, Tamara and Weinmann, Andreas and Jäger, Stefan and Brucherseifer, Eva (2023) Quantifying the Simulation-Reality Gap for Deep Learning-Based Drone Detection. Electronics, 12 (10), p. 2197. Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/electronics12102197. ISSN 2079-9292.

Dieter, Tamara and Zisgen, Horst (2023) Evaluation of the Explanatory Power Of Layer-wise Relevance Propagation using Adversarial Examples. Neural Processing Letters. Springer Nature. doi: 10.1007/s11063-023-11166-8. ISSN 1370-4621.

Dinies, Luca Leon (2024) Modeling and Analyzing the Impact of Geo-Referenced Hazards on Critical Infrastructure. Bachelor's, Technische Universität Darmstadt. Volltext nicht frei.

Eftimova, Elena and Nellinger, Christoph and Koch, Tobias (2024) Data-driven reconstruction of processes from pedestrian trajectories. In: Annual Modeling and Simulation Conference, ANNSIM 2024. 2024 Annual Modeling and Simulation Conference (ANNSIM’24), 2024-05-20 - 2024-05-23, Washington D.C., USA. doi: 10.23919/ANNSIM61499.2024.10732881. ISBN 978-171389931-0. Volltext nicht frei.

Franke, Kai and Koch, Tobias (2025) FIWARE as a Scalable Digital Twin Interface for DT Ecosystems: Benchmark and Limitations. In: 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2025, pp. 134-139. Institute of Electrical and Electronics Engineers. 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2025-03-17 - 2025-03-21, Washington DC, DC, USA. doi: 10.1109/PerComWorkshops65533.2025.00054. ISSN 2836-5348. Volltext nicht frei.

Franke, Kai and Stürmer, Marius and Koch, Tobias (2024) Automated Simulation and Virtual Reality Coupling for Interactive Digital Twins. In: 2023 Winter Simulation Conference, WSC 2023, pp. 2615-2626. Institute of Electrical and Electronics Engineers. 2023 Winter Simulation Conference, 2023-12-10 - 2023-12-13, San Antonio, Texas, USA. doi: 10.1109/wsc60868.2023.10407185. ISBN 979-835036966-3. ISSN 0891-7736. Volltext nicht frei.

Gebhard, Tobias and Brucherseifer, Eva and Steinke, Florian (2022) Monitoring Electricity Demand Synchronization Using Copulas. In: 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2022. 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2022-10-10 - 2022-10-12, Novi Sad, Serbia. doi: 10.1109/ISGT-Europe54678.2022.9960369. ISBN 978-166548032-1.

Gebhard, Tobias and Sattler, Bernhard Jonathan and Gunkel, Jonas and Marquard, Marco and Tundis, Andrea (2024) Improving the Resilience of Socio-technical Urban Critical Infrastructures with Digital Twins: Challenges, Concepts, and Modeling. Sustainability Analytics and Modeling. Elsevier. doi: 10.1016/j.samod.2024.100036. ISSN 2667-2596.

Gebhard, Tobias and Sattler, Bernhard Jonathan and Gunkel, Jonas and Marquard, Marco and Tundis, Andrea (2023) Improving the Resilience of Urban Critical Infrastructures with Digital Twins: Challenges, Concepts, and Modeling. International Conference on Resilient Systems (ICRS) 2023, 2023-06-28 - 2023-06-30, Mexico City, Mexiko. Volltext nicht online.

Gebhard, Tobias and Tundis, Andrea (2025) Distributed Resilience Assessment of Critical Infrastructures with Digital Twins Considering Uncertainty. In: 21st Annual International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2025, pp. 997-1002. IEEE. 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2025), 2025-06-09 - 2025-06-11, Lucca, Italy. doi: 10.1109/DCOSS-IoT65416.2025.00150. ISBN 979-833154372-3. ISSN 2325-2944.

Gebhard, Tobias and Tundis, Andrea and Steinke, Florian (2025) Automated Generation of Urban Medium-voltage Grids using OpenStreetMap Data. In: 2024 IEEE PES Innovative Smart Grid Technologies Europe Conference, ISGT EUROPE 2024. IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2024-10-14 - 2024-10-17, Dubrovnik, Kroatien. doi: 10.1109/ISGTEUROPE62998.2024.10863461. ISBN 9789531842976.

Gebhard, Tobias and Tundis, Andrea and Steinke, Florian (2025) Explainable Anomaly Detection for Grid Monitoring using Probabilistic Load Forecasting. In: 2025 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). IEEE SmartGridComm - International Conference on Communications, Control, and Computing Technologies for Smart Grids, 2025-09-29, Toronto, Canada. doi: 10.1109/SmartGridComm65349.2025.11204576. Volltext nicht frei.

Graumann, Marius and Koch, Tobias and Stürmer, Marius (2025) Rotation Invariance in Floor Plan Digitization using Zernike Moments. In: 5th International Conference on Image Processing and Vision Engineering, IMPROVE 2025, 2628, pp. 162-177. Springer Nature Link. 5th International Conference on Image Processing and Vision Engineering, 2025-04-07 - 2025-04-08, Porto, Portugal. doi: 10.1007/978-3-032-01169-5_10. ISBN 978-303201168-8. ISSN 1865-0929. Volltext nicht frei.

Grieser, Isabella Nunes (2023) Modeling and Analysis of Human Behavior Impacts on Energy Systems during Crisis Events. Master's, Technische Universität Darmstadt. Volltext nicht frei.

Grieser, Isabella Nunes and Gebhard, Tobias and Tundis, Andrea and Kersten, Jens and Elßner, Tobias and Steinke, Florian (2025) Modeling and Monitoring Social Media Dynamics to predict Electricity Demand Peaks. Energy Reports (13), pp. 1548-1557. Elsevier. doi: 10.1016/j.egyr.2024.12.065. ISSN 2352-4847.

Gunkel, Jonas and Tundis, Andrea and Mühlhäuser, Max (2025) Machine learning for human mobility during disasters: A systematic literature review. Progress in Disaster Science. Elsevier. doi: 10.1016/j.pdisas.2025.100405. ISSN 2590-0617.

Gunkel, Jonas and Tundis, Andrea and Mühlhäuser, Max (2024) The Story of Mobility: Combining State Space Models and Transformers for Multi-Step Trajectory Prediction. In: 2nd ACM SIGSPATIAL International Workshop on the Human Mobility Prediction Challenge, HuMob-Challenge 2024, pp. 19-24. Association for Computing Machinery. 2nd ACM SIGSPATIAL International Workshop on the Human Mobility Prediction Challenge (HuMob'24), 2024-10-29, Atlanta, USA. doi: 10.1145/3681771.3699912. ISBN 9798400711503.

Gunkel, Jonas and Tundis, Andrea and Mühlhäuser, Max (2025) Zero-Shot Cross-City Trajectory Prediction Using Hypernetworks. 2025 IEEE International Conference on Data Mining, 2025-11-12 - 2025-11-15, Washington D.C., USA. doi: 10.1109/ICDM65498.2025.00038. Volltext nicht frei.

Göbel, Martin (2024) Generierung synthetischer Daten unter Verwendung eines 3D-Modells der Zielumgebung im Kontext einer Drohnendetektion. Master's, Hochschule Darmstadt. Volltext nicht frei.

Hank, Brandon (2024) Evaluation of AI-based P&ID Digitization using Graph Similarity Learning. Master's, Heinrich Heine Universität Düsseldorf. Volltext nicht frei.

Hillmann, Anton (2024) Modeling mobility in urban interconnected infrastructure systems. Bachelor's, Technische Universität Darmstadt. Volltext nicht frei.

Hummel, Maximilian (2023) Analysis and modeling of critical networks and dependencies within the urban area. Bachelor's, Technische Universität Darmstadt.

Hummel, Maximilian (2025) Leveraging Machine Learning for Crisis Propagation Forecasting and Early Warning of Stakeholders in Urban Areas. Master's, Technische Universität Darmstadt. Volltext nicht frei.

Jäger, Stefan (2023) Evaluation potentieller Einflussfaktoren im Kontext der bildbasierten Drohnendetektion. Bachelor's, Hochschule Darmstadt. Volltext nicht frei.

Koch, Tobias and Bonari, Jacopo and von Danwitz, Max and Popp, Alexander (2025) Automatic Generation of Simulation Models for Digital Twins from State-of-the-Art Simulation Frameworks. In: 28th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, DS-RT 2024, pp. 132-135. 28th International Symposium on Distributed Simulation and Real Time Applications (DS-RT 2024), 2024-10-07 - 2024-10-09, Urbino, Italien. doi: 10.1109/DS-RT62209.2024.00031. ISBN 979-833152721-1. ISSN 1550-6525. Volltext nicht frei.

Lenhard, Tamara and Weinmann, Andreas and Franke, Kai and Koch, Tobias (2025) SynDroneVision: A Synthetic Dataset for Image-Based Drone Detection. In: IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2025, pp. 7637-7647. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025-02-28 - 2025-03-04, Tucson, Arizona, USA. doi: 10.1109/WACV61041.2025.00742. ISBN 979-833151083-1. Volltext nicht frei.

Lenhard, Tamara and Weinmann, Andreas and Jäger, Stefan and Brucherseifer, Eva (2025) Deploying a Feedback Loop-Based Training Strategy for Deep Learning-Based Drone Detection. In: AIP Conference Proceedings, 3182 (060004). 49th International Conference “Applications of Mathematics in Engineering and Economics” (AMEE23), 2023-06-10 - 2023-06-16, Sozopol, Bulgaria. doi: 10.1063/5.0245955. Volltext nicht frei.

Lenhard, Tamara and Weinmann, Andreas and Jäger, Stefan and Koch, Tobias (2024) YOLO-FEDER FusionNet: A Novel Deep Learning Architecture for Drone Detection. In: 31st IEEE International Conference on Image Processing, ICIP 2024, pp. 2299-2305. IEEE International Conference on Image Processing (ICIP), 2024-10-27 - 2024-10-30, Abu Dhabi, Vereinigte Arabische Emirate. doi: 10.1109/ICIP51287.2024.10647355. ISBN 979-835034939-9. ISSN 1522-4880. Volltext nicht frei.

López Díaz, María and Tundis, Andrea (2023) Combining TAPAS and SUMO towards crises management based on traffic data. In: 22nd International Conference on Modeling and Applied Simulation, MAS 2023, :01-:08. 22nd International Conference on Modeling & Applied Simulation (MAS 2023), 2023-09-18 - 2023-09-20, Athen, Griechenland. doi: 10.46354/i3m.2023.mas.005. ISBN 978-888574192-8. ISSN 2724-0037.

Nellinger, Christoph and Stürmer, Jan Marius and Koch, Tobias (2025) A Multi-Layer Navigation Approach for Interactive Pedestrian Flow Simulation in Digital Twins. In: 15th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, SIMULTECH 2025, pp. 295-304. SIMULTECH 2025, 2025-06-11 - 2025-06-13, Bilbao, Spain. doi: 10.5220/0013555700003970. ISBN 978-989758759-7. ISSN 2184-2841.

Pastorek, Andrej and Tundis, Andrea (2024) Navigating the landscape of IoT security and associated risks in critical infrastructures. In: 19th International Conference on Availability, Reliability and Security, ARES 2024. Association for Computing Machinery. International Conference on Availability, Reliability and Security (ARES), 2024-07-30 - 2024-08-02, Vienna, Austria. doi: 10.1145/3664476.3669979. ISBN 979-840071718-5.

Romagnuolo, Marcel (2023) Synthetic Data for Drone vs. Bird Detection. Master's, University of Applied Sciences Darmstadt. Volltext nicht frei.

Sattler, Bernhard Jonathan and Cheong, Siew Ann and Tundis, Andrea and Joerin, Jonas and Pelz, Peter F. (2025) Effects of Heavy-Tailed Demand Model Uncertainty on Water Distribution System Simulation. CCWI 2025 - 21st Computing & Control for the Water Industry Conference, 2025-09-01 - 2025-09-03, Sheffield, United Kingdom. doi: 10.15131/shef.data.29920934.v1.

Sattler, Bernhard Jonathan and Friesen, John and Tundis, Andrea and Pelz, Peter F. (2023) Modeling and Validation of Residential Water Demand in Agent-Based Models: A Systematic Literature Review. Water, 15 (3), pp. 579-610. Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/w15030579. ISSN 2073-4441.

Sattler, Bernhard Jonathan and Stadler, Jannik and Tundis, Andrea and Friesen, John and Pelz, Peter F. (2023) A Framework for the Simulation-Based Selection of Social Models for Socio-Technical Models of Infrastructures Using Technical Requirements Analysis. In: 22nd International Conference on Modeling and Applied Simulation, MAS 2023. 22nd International Conference on Modelling and Applied Simulation (MAS 2023), 2023-09-18 - 2023-09-20, Athen, Griechenland. doi: 10.46354/i3m.2023.mas.010. ISBN 978-888574192-8. ISSN 2724-0037.

Sattler, Bernhard Jonathan and Tundis, Andrea and Friesen, John and Pelz, Peter F. (2024) Modeling Water Availability during a Blackout under Consideration of Uncertain Demand Response. The 3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (WDSA/CCWI 2024), 2024-07-01 - 2024-07-04, Ferrara, Italien.

Sattler, Bernhard Jonathan and Tundis, Andrea and Friesen, John and Pelz, Peter F. (2024) Modeling Water Availability during a Blackout under Consideration of Uncertain Demand Response. Engineering Proceedings, 69 (1), p. 130. Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/engproc2024069130. ISSN 2673-4591.

Sattler, Bernhard Jonathan and Tundis, Andrea and Pelz, Peter F. (2024) Validation and Confidence of Socio-technical Models for Infrastructure Resilience. In: Book Of Abstracts for 2024 International Conference on Resilient Systems, p. 84. ETH Zurich. The International Conference on Resilient Systems 2024 (ICRS2024), 2024-08-28 - 2024-08-30, Singapur, Singapur. doi: 10.3929/ethz-b-000696625. Volltext nicht frei.

Schneider, Moritz and Lichte, Daniel and Witte, Dustin and Gimbel, Stephan and Brucherseifer, Eva (2021) Scenario Analysis of Threats Posed to Critical Infrastructures by Civilian Drones. In: 31st European Safety and Reliability Conference, ESREL 2021, pp. 520-527. Research Publishing Services. Proceedings of the 31st European Safety and Reliability Conference (ESREL 2021), 2021-09-19 - 2021-09-23, Angers, Frankreich. doi: 10.3850/978-981-18-2016-8_234-cd. ISBN 978-981182016-8.

Schulz, Karen (2021) Forecasting Traffic Congestion States based on Motorway Grid Cells using Floating Car Data. Master's, Darmstadt University of Applied Sciences. Volltext nicht online.

Schwab, Jasmin and Nussbaum, Alexander and Sergeeva, Anastasia and Alt, Florian and Distler, Verena (2025) What Makes Phishing Simulation Campaigns (Un)Acceptable? A Vignette Experiment. In: Network and Distributed System Security Symposium, NDSS 2025. Symposium on Usable Security and Privacy (USEC) 2025, 2025-02-24 - 2025-02-28, San Diego, California. doi: 10.14722/usec.2025.23010. ISBN 979-8-9919276-5-9.

Stadler, Jannik (2023) Framework zum Vergleich verschiedener sozio-technischer Modelle von Wasserinfrastrukturen. Master's, Technische Universität Darmstadt. Volltext nicht frei.

Stäbler, Maximilian (2021) Graph-based risk modeling for infectious diseases in social systems. Master's, Darmstadt University of Applied Sciences. Volltext nicht frei.

Stürmer, Marius and Graumann, Marius and Koch, Tobias (2023) Demonstrating Automated Generation of Simulation Models from Engineering Diagrams. In: 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023. ICMLA 2023, 2023-12-15 - 2023-12-17, Jacksonville, Florida, USA. doi: 10.1109/ICMLA58977.2023.00173. ISBN 979-835034534-6. ISSN 1946-0759. Volltext nicht frei.

Stürmer, Marius and Graumann, Marius and Koch, Tobias (2025) From Engineering Diagrams to Graphs: Digitizing P&IDs with Transformers. In: 2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA). IEEE. 2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA), 2025-10-09 - 2025-10-12, Birmingham, UK. Volltext nicht frei.

Tundis, Andrea and Cauteruccio, Francesco (2025) On Machine Learning for Digital Forensics Investigation in Network Traffic. In: 21st Annual International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2025, pp. 1027-1033. IEEE. 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2025-06-09 - 2025-06-11, Lucca, Italy. doi: 10.1109/DCOSS-IoT65416.2025.00155. ISBN 979-833154372-3. ISSN 2325-2944.

Tundis, Andrea and Hummel, Maximilian and Gunkel, Jonas and Savaglio, Claudio (2025) AI-based concepts for Crisis Propagation Forecasting and Early Warning in Urban Areas. In: 21st Annual International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2025, pp. 805-811. IEEE. 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2025), 2025-06-09 - 2025-06-11, Lucca, Italy. doi: 10.1109/DCOSS-IoT65416.2025.00122. ISBN 979-833154372-3. ISSN 2325-2944.

Tundis, Andrea and Ramirez Agudelo, Oscar Hernan (2024) Safeguarding Critical Infrastructures with Digital Twins and AI. In: 23rd International Conference on Modelling and Applied Simulation, MAS 2024. 23rd International Conference on Modelling and Applied Simulation (MAS 2024), 2024-09-18 - 2024-09-20, Tenerife, Spain. doi: 10.46354/i3m.2024.mas.010. ISBN 979-128198801-9. ISSN 2724-0037.

Vazquez, Alexei (2021) Multitype branching and graph product theory of infectious disease outbreaks. Physical Review E, 103 (3). American Physical Society. doi: 10.1103/PhysRevE.103.L030301. ISSN 2470-0045.

Vazquez, Alexei (2021) Exact solution of infection dynamics with gamma distribution of generation intervals. Physical Review E, 103 (4). American Physical Society. doi: 10.1103/PhysRevE.103.042306. ISSN 2470-0045.

Vazquez, Alexei and Stäbler, Maximilian and Khanin, Alexander and Lichte, Daniel and Brucherseifer, Eva (2021) Estimating the super-spreading rate at workplaces using bluetooth technology. [Other]

This list was generated on Fri Dec 5 20:21:39 2025 CET.