Sebastian Trimpe

2.3k total citations
80 papers, 1.3k citations indexed

About

Sebastian Trimpe is a scholar working on Control and Systems Engineering, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Sebastian Trimpe has authored 80 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 49 papers in Control and Systems Engineering, 26 papers in Artificial Intelligence and 21 papers in Computer Networks and Communications. Recurrent topics in Sebastian Trimpe's work include Advanced Control Systems Optimization (24 papers), Fault Detection and Control Systems (19 papers) and Gaussian Processes and Bayesian Inference (17 papers). Sebastian Trimpe is often cited by papers focused on Advanced Control Systems Optimization (24 papers), Fault Detection and Control Systems (19 papers) and Gaussian Processes and Bayesian Inference (17 papers). Sebastian Trimpe collaborates with scholars based in Germany, Switzerland and United States. Sebastian Trimpe's co-authors include Raffaello D’Andrea, Frank Allgöwer, Vincent Berenz, Dominik Baumann, Johannes Köhler, Julian Nubert, Michael Muehlebach, Christian Fiedler, Marco C. Campi and Carsten W. Scherer and has published in prestigious journals such as IEEE Transactions on Automatic Control, Proceedings of the IEEE and Automatica.

In The Last Decade

Sebastian Trimpe

72 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
Sebastian Trimpe Germany 20 840 478 313 137 98 80 1.3k
Jesús Alberto Meda-Campaña Mexico 21 599 0.7× 199 0.4× 309 1.0× 123 0.9× 70 0.7× 83 1.1k
Mohamed Benrejeb Tunisia 18 687 0.8× 247 0.5× 201 0.6× 159 1.2× 55 0.6× 206 1.3k
Saeed Khorashadizadeh Iran 21 654 0.8× 201 0.4× 177 0.6× 127 0.9× 105 1.1× 50 1.0k
Marius L. Tomescu Romania 12 641 0.8× 154 0.3× 305 1.0× 87 0.6× 60 0.6× 28 936
Yanling Wei China 14 1.2k 1.5× 647 1.4× 232 0.7× 136 1.0× 38 0.4× 16 1.7k
Kangkang Sun China 6 709 0.8× 289 0.6× 130 0.4× 118 0.9× 61 0.6× 8 1.0k
Baoping Jiang China 20 1.4k 1.7× 771 1.6× 172 0.5× 135 1.0× 36 0.4× 87 1.8k
Bugong Xu China 24 1.5k 1.8× 898 1.9× 203 0.6× 303 2.2× 99 1.0× 155 2.0k
Humberto González United States 14 514 0.6× 355 0.7× 109 0.3× 196 1.4× 73 0.7× 16 941
Changzhu Zhang China 18 765 0.9× 397 0.8× 173 0.6× 111 0.8× 44 0.4× 47 1.0k

Countries citing papers authored by Sebastian Trimpe

Since Specialization
Citations

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

Fields of papers citing papers by Sebastian Trimpe

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sebastian Trimpe

This figure shows the co-authorship network connecting the top 25 collaborators of Sebastian Trimpe. A scholar is included among the top collaborators of Sebastian Trimpe 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 Sebastian Trimpe. Sebastian Trimpe 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.
Fiedler, Christian, et al.. (2025). Automatic Nonlinear MPC Approximation With Closed-Loop Guarantees. IEEE Transactions on Automatic Control. 70(10). 6388–6403. 1 indexed citations
2.
Nubert, Julian, et al.. (2025). Diffusion-Based Approximate MPC: Fast and Consistent Imitation of Multi-Modal Action Distributions. 5633–5640. 1 indexed citations
3.
Köhler, Johannes, et al.. (2025). Approximate Nonlinear Model Predictive Control With Safety-Augmented Neural Networks. IEEE Transactions on Control Systems Technology. 33(6). 2490–2497. 2 indexed citations
4.
Schopphoven, Thomas, et al.. (2025). Bayesian optimization for extreme high-speed laser material deposition. Journal of Laser Applications. 37(4).
5.
Viljoen, R. P., et al.. (2025). Learning Deformable Linear Object Dynamics From a Single Trajectory. IEEE Robotics and Automation Letters. 10(7). 7635–7642.
6.
Trimpe, Sebastian, et al.. (2025). Newtonian and Lagrangian Neural Networks: A Comparison Towards Efficient Inverse Dynamics Identification. IFAC-PapersOnLine. 59(18). 31–36.
7.
Zimmerling, Marco, et al.. (2025). DMPC-Swarm: distributed model predictive control on nano UAV swarms. Autonomous Robots. 49(4). 1 indexed citations
8.
Stenger, David A., et al.. (2024). Local Bayesian optimization for controller tuning with crash constraints. at - Automatisierungstechnik. 72(4). 281–292. 2 indexed citations
9.
Fiedler, Christian, et al.. (2023). Reproducing kernel Hilbert spaces in the mean field limit. Kinetic and Related Models. 16(6). 850–870. 2 indexed citations
10.
Trimpe, Sebastian, et al.. (2023). ECLAD: Extracting Concepts with Local Aggregated Descriptors. Pattern Recognition. 147. 110146–110146. 3 indexed citations
11.
Baumann, Dominik, et al.. (2022). Scaling beyond Bandwidth Limitations: Wireless Control with Stability Guarantees under Overload. ACM Transactions on Cyber-Physical Systems. 6(3). 1–30. 8 indexed citations
12.
Trimpe, Sebastian, et al.. (2021). Using Physics Knowledge for Learning Rigid-body Forward Dynamics with Gaussian Process Force Priors. 2 indexed citations
13.
Fiedler, Christian, Carsten W. Scherer, & Sebastian Trimpe. (2021). Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression. arXiv (Cornell University). 35(8). 7439–7447. 7 indexed citations
14.
Trimpe, Sebastian, et al.. (2020). Actively Learning Gaussian Process Dynamics. arXiv (Cornell University). 5–15. 11 indexed citations
15.
Nubert, Julian, Johannes Köhler, Vincent Berenz, Frank Allgöwer, & Sebastian Trimpe. (2020). Safe and Fast Tracking on a Robot Manipulator: Robust MPC and Neural Network Control. IEEE Robotics and Automation Letters. 5(2). 3050–3057. 140 indexed citations
16.
Baumann, Dominik, et al.. (2020). Wireless Control for Smart Manufacturing: Recent Approaches and Open Challenges. Proceedings of the IEEE. 109(4). 441–467. 43 indexed citations
17.
Trimpe, Sebastian, et al.. (2020). Joint State and Dynamics Estimation With High-Gain Observers and Gaussian Process Models. IEEE Control Systems Letters. 5(5). 1627–1632. 3 indexed citations
18.
Trimpe, Sebastian, et al.. (2020). Event-triggered learning. Automatica. 117. 109009–109009. 20 indexed citations
19.
Trimpe, Sebastian, et al.. (2019). Data-Efficient Autotuning With Bayesian Optimization: An Industrial Control Study. IEEE Transactions on Control Systems Technology. 28(3). 730–740. 66 indexed citations
20.
Daniel, Christian, et al.. (2017). Optimizing Long-term Predictions for Model-based Policy Search. 227–238. 14 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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