Niklas Kochdumper

472 total citations
25 papers, 196 citations indexed

About

Niklas Kochdumper is a scholar working on Computational Theory and Mathematics, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Niklas Kochdumper has authored 25 papers receiving a total of 196 indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Computational Theory and Mathematics, 9 papers in Artificial Intelligence and 7 papers in Control and Systems Engineering. Recurrent topics in Niklas Kochdumper's work include Formal Methods in Verification (19 papers), Logic, programming, and type systems (6 papers) and Robotic Path Planning Algorithms (5 papers). Niklas Kochdumper is often cited by papers focused on Formal Methods in Verification (19 papers), Logic, programming, and type systems (6 papers) and Robotic Path Planning Algorithms (5 papers). Niklas Kochdumper collaborates with scholars based in Germany, United States and France. Niklas Kochdumper's co-authors include Matthias Althoff, Bastian Schürmann, Stanley Bak, Moritz Klischat, Xiao Wang, Lars Hedrich, Markus Olbrich, Philipp Gassert, Manuel Mazo and Luis Benet and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Automatic Control and Automatica.

In The Last Decade

Niklas Kochdumper

25 papers receiving 191 citations

Peers

Niklas Kochdumper

CSE

CTM

SOFTW

CVPR

Aaron Dutle United States

Sadra Sadraddini United States

Nacim Meslem France

Sarah M. Loos United States

J.M. Esposito United States

Pei-Ming Liu China

Pian Yu Sweden

Srinivas Pinisetty India

Sebastian Junges Germany

Paul S. Miner United States

Aaron Dutle United States

Niklas Kochdumper

29 ×0.3

CSE

67 ×0.8

CTM

55 ×0.9

18 ×0.6

SOFTW

32 ×1.1

CVPR

Citations per year, relative to Niklas Kochdumper Niklas Kochdumper (= 1×) peers Aaron Dutle

Countries citing papers authored by Niklas Kochdumper

Since Specialization

Citations

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

Fields of papers citing papers by Niklas Kochdumper

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Niklas Kochdumper

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

All Works

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20 of 20 papers shown

Bak, Stanley, et al.. (2024). Falsification using Reachability of Surrogate Koopman Models. 1–13. 1 indexed citations

Kochdumper, Niklas & Stanley Bak. (2024). Real-Time Capable Decision Making for Autonomous Driving Using Reachable Sets. 14169–14176. 3 indexed citations

Kochdumper, Niklas, et al.. (2023). Fully Automated Verification of Linear Systems Using Inner and Outer Approximations of Reachable Sets. IEEE Transactions on Automatic Control. 68(12). 7771–7786. 5 indexed citations

Kochdumper, Niklas, et al.. (2023). Fully-Automated Verification of Linear Systems Using Reachability Analysis with Support Functions. mediaTUM (Technical University of Munich). 1–12. 5 indexed citations

Kochdumper, Niklas, et al.. (2023). Provably Safe Reinforcement Learning via Action Projection Using Reachability Analysis and Polynomial Zonotopes. SHILAP Revista de lepidopterología. 2. 79–92. 18 indexed citations

Kochdumper, Niklas & Matthias Althoff. (2023). Constrained polynomial zonotopes. Acta Informatica. 60(3). 279–316. 9 indexed citations

Kochdumper, Niklas, et al.. (2023). Reachability Analysis for Linear Systems with Uncertain Parameters using Polynomial Zonotopes. 1–12. 2 indexed citations

Kochdumper, Niklas & Stanley Bak. (2022). Conformant Synthesis for Koopman Operator Linearized Control Systems. 2022 IEEE 61st Conference on Decision and Control (CDC). 7327–7332. 3 indexed citations

Schürmann, Bastian, Moritz Klischat, Niklas Kochdumper, & Matthias Althoff. (2021). Formal Safety Net Control Using Backward Reachability Analysis. IEEE Transactions on Automatic Control. 67(11). 5698–5713. 17 indexed citations

10.

Kochdumper, Niklas, et al.. (2021). Verification of Collision Avoidance for CommonRoad Traffic Scenarios. EPiC series in computing. 80. 184–172. 9 indexed citations

11.

Kochdumper, Niklas, et al.. (2020). Establishing Reachset Conformance for the Formal Analysis of Analog Circuits. mediaTUM (Technical University of Munich). 199–204. 12 indexed citations

12.

Geretti, Luca, Matthias Althoff, Luis Benet, et al.. (2020). ARCH-COMP20 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. EPiC series in computing. 74. 49–21. 4 indexed citations

13.

Kochdumper, Niklas & Matthias Althoff. (2020). Reachability analysis for hybrid systems with nonlinear guard sets. mediaTUM (Technical University of Munich). 1–10. 12 indexed citations

14.

Hedrich, Lars, et al.. (2020). Equivalence Checking Methods for Analog Circuits Using Continuous Reachable Sets. 22. 7–12. 4 indexed citations

15.

Althoff, Matthias, Stanley Bak, Goran Frehse, et al.. (2019). ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics. EPiC series in computing. 61. 14. 1 indexed citations

16.

Immler, Fabian, Matthias Althoff, Luis Benet, et al.. (2019). ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. EPiC series in computing. 61. 41–19. 3 indexed citations

17.

Schürmann, Bastian, Niklas Kochdumper, & Matthias Althoff. (2018). Reachset Model Predictive Control for Disturbed Nonlinear Systems. mediaTUM (Technical University of Munich). 3463–3470. 29 indexed citations

18.

Althoff, Matthias, et al.. (2018). Implementation of Taylor models in CORA 2018. EPiC series in computing. 54. 145–115. 23 indexed citations

19.

Althoff, Matthias, Stanley Bak, Xin Chen, et al.. (2018). ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics. EPiC series in computing. 54. 23. 5 indexed citations

20.

Immler, Fabian, Matthias Althoff, Xin Chen, et al.. (2018). ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. EPiC series in computing. 54. 53–34. 3 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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