Franziska Klügl

2.6k total citations
68 papers, 1.3k citations indexed

About

Franziska Klügl is a scholar working on Artificial Intelligence, Transportation and Control and Systems Engineering. According to data from OpenAlex, Franziska Klügl has authored 68 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Artificial Intelligence, 20 papers in Transportation and 18 papers in Control and Systems Engineering. Recurrent topics in Franziska Klügl's work include Transportation Planning and Optimization (19 papers), Traffic control and management (16 papers) and Multi-Agent Systems and Negotiation (14 papers). Franziska Klügl is often cited by papers focused on Transportation Planning and Optimization (19 papers), Traffic control and management (16 papers) and Multi-Agent Systems and Negotiation (14 papers). Franziska Klügl collaborates with scholars based in Sweden, Germany and Brazil. Franziska Klügl's co-authors include Ana L. C. Bazzan, Joachim Wahle, Michael Schreckenberg, Frank Puppe, Anna Dornhaus, Lars Chıttka, Guido Rindsfüser, Sascha Ossowskí, Omer Rana and René Schumann and has published in prestigious journals such as Sensors, Transportation Research Part C Emerging Technologies and Physica A Statistical Mechanics and its Applications.

In The Last Decade

Franziska Klügl

64 papers receiving 1.2k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Franziska Klügl Sweden 16 563 471 310 223 185 68 1.3k
Chi Xie China 30 1.3k 2.3× 546 1.2× 608 2.0× 903 4.0× 71 0.4× 125 2.7k
Ľuboš Buzna Slovakia 17 403 0.7× 585 1.2× 170 0.5× 284 1.3× 60 0.3× 54 2.2k
Juan Carlos Herrera Chile 18 769 1.4× 692 1.5× 855 2.8× 257 1.2× 304 1.6× 52 1.9k
Jacques Ferber France 15 132 0.2× 266 0.6× 129 0.4× 77 0.3× 1.3k 7.0× 44 2.6k
Daniel Delling Germany 20 412 0.7× 55 0.1× 178 0.6× 176 0.8× 359 1.9× 55 1.9k
Malcolm Yoke Hean Low Singapore 22 120 0.2× 229 0.5× 131 0.4× 57 0.3× 499 2.7× 150 2.0k
Jiajie Xu China 25 688 1.2× 111 0.2× 405 1.3× 78 0.3× 1.2k 6.3× 120 2.7k
Marco Mamei Italy 30 447 0.8× 117 0.2× 101 0.3× 118 0.5× 517 2.8× 156 2.4k
Jakob Krarup Denmark 14 159 0.3× 125 0.3× 366 1.2× 317 1.4× 103 0.6× 41 1.6k
Joseph Ferreira United States 27 2.0k 3.5× 51 0.1× 492 1.6× 424 1.9× 51 0.3× 82 3.1k

Countries citing papers authored by Franziska Klügl

Since Specialization
Citations

This map shows the geographic impact of Franziska Klügl's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Franziska Klügl with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Franziska Klügl more than expected).

Fields of papers citing papers by Franziska Klügl

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Franziska Klügl. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Franziska Klügl. The network helps show where Franziska Klügl may publish in the future.

Co-authorship network of co-authors of Franziska Klügl

This figure shows the co-authorship network connecting the top 25 collaborators of Franziska Klügl. A scholar is included among the top collaborators of Franziska Klügl based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Franziska Klügl. Franziska Klügl is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Klügl, Franziska & Hildegunn Kyvik Nordås. (2025). Cross-border data flows and AI adoption: Agent-based model simulations. Structural Change and Economic Dynamics. 75. 676–688.
2.
Uhrmacher, Adelinde M., Peter I. Frazier, Reiner Hähnle, et al.. (2024). Context, Composition, Automation, and Communication: The C 2 AC Roadmap for Modeling and Simulation. ACM Transactions on Modeling and Computer Simulation. 34(4). 1–51. 7 indexed citations
3.
Klügl, Franziska & Hildegunn Kyvik Nordås. (2024). Double whammy? Trade and automation in engineering services. Review of International Economics. 32(4). 1493–1520. 2 indexed citations
4.
Nordås, Hildegunn Kyvik & Franziska Klügl. (2020). Drivers of automation and consequences for jobs in engineering services: an agent-based modelling approach. RePEc: Research Papers in Economics. 4 indexed citations
5.
Klügl, Franziska, et al.. (2018). Simulating daily activities in a smart home for data generation. Winter Simulation Conference. 798–809. 5 indexed citations
6.
Alirezaie, Marjan, Andrey Kiselev, Franziska Klügl, Martin Längkvist, & Amy Loutfi. (2017). Exploiting Context and Semantics for UAV Path-finding in an Urban Setting. Örebro University Library (Örebro University). 11–20. 3 indexed citations
7.
Klügl, Franziska, et al.. (2012). How to design agent-based simulation models using agent learning. Winter Simulation Conference. 239. 3 indexed citations
8.
Klügl, Franziska, et al.. (2012). Immersive face validation: A new validation technique for agent-based simulation. Federated Conference on Computer Science and Information Systems. 1255–1260. 4 indexed citations
9.
Klügl, Franziska, et al.. (2012). Behavior modeling from learning agents: sensitivity to objective function details. Adaptive Agents and Multi-Agents Systems. 1335–1336. 2 indexed citations
10.
Klügl, Franziska, et al.. (2011). Visualizing agent-based simulation dynamics in a CAVE — Issues and architectures. Federated Conference on Computer Science and Information Systems. 651–658. 3 indexed citations
11.
Klügl, Franziska, et al.. (2011). Modeling agent behavior through online evolutionary and reinforcement learning. Federated Conference on Computer Science and Information Systems. 643–650. 1 indexed citations
12.
Klügl, Franziska, et al.. (2010). Learning convergence and agent behavior interpretation for designing agent-based simulations. 3 indexed citations
13.
Klügl, Franziska, et al.. (2008). Refactoring of Agent-based Simulation Models.. Multikonferenz Wirtschaftsinformatik. 1421–1430.
14.
Bazzan, Ana L. C., Franziska Klügl, & Kai Nagel. (2007). Adaptation in games with many co-evolving agents. 195–206. 1 indexed citations
15.
Bazzan, Ana L. C., Franziska Klügl, & Sascha Ossowskí. (2005). Agents in Traffic and Transportation (Whitestein Series in Software Agent Technologies). 4 indexed citations
16.
Bazzan, Ana L. C., Franziska Klügl, & Sascha Ossowskí. (2005). Agents in traffic and transportation: Exploring autonomy in logistics, management, simulation, and cooperative driving. Transportation Research Part C Emerging Technologies. 13(4). 251–254. 15 indexed citations
17.
Bazzan, Ana L. C. & Franziska Klügl. (2005). Case studies on the Braess Paradox: Simulating route recommendation and learning in abstract and microscopic models. Transportation Research Part C Emerging Technologies. 13(4). 299–319. 38 indexed citations
18.
Klügl, Franziska. (2001). Swarm Intelligence: From Natural to Artificial Systems by Eric Bonabeau, Marco Dorigo and Guy Theraulaz .. Journal of Artificial Societies and Social Simulation. 4. 8 indexed citations
19.
Klügl, Franziska, Joachim Wahle, Ana L. C. Bazzan, & Michael Schreckenberg. (2000). Towards Anticipatory Traffic Forecast - Modelling of Route Choice Behaviour. 1 indexed citations
20.
Klügl, Franziska, et al.. (1999). Multi-Agent Simulation of Diagnostic and Logistic Processes in Hospitals. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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