David Lenz

652 total citations
16 papers, 404 citations indexed

About

David Lenz is a scholar working on Management Science and Operations Research, Economics and Econometrics and Automotive Engineering. According to data from OpenAlex, David Lenz has authored 16 papers receiving a total of 404 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Management Science and Operations Research, 5 papers in Economics and Econometrics and 4 papers in Automotive Engineering. Recurrent topics in David Lenz's work include Innovation Diffusion and Forecasting (4 papers), Autonomous Vehicle Technology and Safety (4 papers) and Energy, Environment, Economic Growth (2 papers). David Lenz is often cited by papers focused on Innovation Diffusion and Forecasting (4 papers), Autonomous Vehicle Technology and Safety (4 papers) and Energy, Environment, Economic Growth (2 papers). David Lenz collaborates with scholars based in Germany, United States and Austria. David Lenz's co-authors include Alois Knoll, Marvin B. Becker, Daniel Althoff, Christoph Stiller, Constantin Hubmann, Jan Kinne, Frederik Diehl, Peter Winker, Bernd Ebersberger and Martin Wörter and has published in prestigious journals such as PLoS ONE, The Science of The Total Environment and Research Policy.

In The Last Decade

David Lenz

15 papers receiving 389 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
David Lenz Germany 8 238 154 97 65 56 16 404
Miguel A. López-Carmona Spain 13 40 0.2× 102 0.7× 51 0.5× 147 2.3× 49 0.9× 51 442
Josiah P. Hanna United States 11 515 2.2× 188 1.2× 31 0.3× 77 1.2× 7 0.1× 22 689
Jiapeng Yu China 9 37 0.2× 62 0.4× 47 0.5× 39 0.6× 15 0.3× 21 501
Bala Chandran United States 5 51 0.2× 158 1.0× 30 0.3× 22 0.3× 20 0.4× 6 532
Samir Aknine France 8 68 0.3× 74 0.5× 17 0.2× 104 1.6× 9 0.2× 49 305
Madeline Cheah United Kingdom 10 116 0.5× 46 0.3× 19 0.2× 82 1.3× 55 1.0× 18 392
Chiwei Yan United States 9 274 1.2× 68 0.4× 12 0.1× 6 0.1× 35 0.6× 23 471
Josefa Z. Hernández Spain 10 50 0.2× 115 0.7× 10 0.1× 122 1.9× 12 0.2× 19 421
Changrui Ren China 9 34 0.1× 26 0.2× 20 0.2× 50 0.8× 33 0.6× 52 358
Christos Karras Greece 10 45 0.2× 22 0.1× 40 0.4× 126 1.9× 15 0.3× 29 373

Countries citing papers authored by David Lenz

Since Specialization
Citations

This map shows the geographic impact of David Lenz'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 David Lenz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Lenz more than expected).

Fields of papers citing papers by David Lenz

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by David Lenz. 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 David Lenz. The network helps show where David Lenz may publish in the future.

Co-authorship network of co-authors of David Lenz

This figure shows the co-authorship network connecting the top 25 collaborators of David Lenz. A scholar is included among the top collaborators of David Lenz 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 David Lenz. David Lenz is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

16 of 16 papers shown
1.
Lenz, David, et al.. (2025). Identification of innovation drivers based on technology-related news articles. Journal of Open Innovation Technology Market and Complexity. 11(1). 100475–100475.
2.
Kinne, Jan, et al.. (2024). Location factors and ecosystem embedding of sustainability-engaged blockchain companies in the US. A web-based analysis. International Journal of Information Management Data Insights. 4(2). 100287–100287. 1 indexed citations
3.
Beck, Mathias, et al.. (2023). Epidemic effects in the diffusion of emerging digital technologies: evidence from artificial intelligence adoption. Research Policy. 53(2). 104917–104917. 43 indexed citations
4.
5.
Kinne, Jan, et al.. (2023). The digital layer: alternative data for regional and innovation studies. Spatial Economic Analysis. 18(4). 507–529. 15 indexed citations
6.
7.
Kinne, Jan, et al.. (2022). Greenwashing in the US metal industry? A novel approach combining SO2 concentrations from satellite data, a plant-level firm database and web text mining. The Science of The Total Environment. 835. 155512–155512. 12 indexed citations
8.
Kinne, Jan, et al.. (2021). An Integrated Data Framework for Policy Guidance in Times of Dynamic Economic Shocks. SSRN Electronic Journal. 2 indexed citations
9.
Lenz, David & Peter Winker. (2020). Measuring the diffusion of innovations with paragraph vector topic models. PLoS ONE. 15(1). e0226685–e0226685. 20 indexed citations
10.
Hubmann, Constantin, Marvin B. Becker, Daniel Althoff, David Lenz, & Christoph Stiller. (2017). Decision making for autonomous driving considering interaction and uncertain prediction of surrounding vehicles. 1671–1678. 160 indexed citations
11.
Lenz, David, et al.. (2017). Deep neural networks for Markovian interactive scene prediction in highway scenarios. 685–692. 52 indexed citations
12.
Lenz, David, et al.. (2016). Debugging Autonomous Driving Systems Using Serialized Software Components. IFAC-PapersOnLine. 49(15). 44–49. 1 indexed citations
13.
Lenz, David, et al.. (2016). Tactical cooperative planning for autonomous highway driving using Monte-Carlo Tree Search. mediaTUM (Technical University of Munich). 447–453. 56 indexed citations
14.
Lenz, David, Markus Rickert, & Alois Knoll. (2015). Heuristic search in belief space for motion planning under uncertainties. 2659–2665. 7 indexed citations
15.
Lenz, David, et al.. (2015). Stochastic model predictive controller with chance constraints for comfortable and safe driving behavior of autonomous vehicles. mediaTUM (Technical University of Munich). 292–297. 21 indexed citations
16.
Koziol, Scott, et al.. (2011). Using floating-gate based programmable analog arrays for real-time control of a game-playing robot. SMARTech Repository (Georgia Institute of Technology). 13. 3566–3571. 5 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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