Koen Tiels

1.2k total citations
58 papers, 786 citations indexed

About

Koen Tiels is a scholar working on Control and Systems Engineering, Civil and Structural Engineering and Computational Mechanics. According to data from OpenAlex, Koen Tiels has authored 58 papers receiving a total of 786 indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Control and Systems Engineering, 14 papers in Civil and Structural Engineering and 11 papers in Computational Mechanics. Recurrent topics in Koen Tiels's work include Control Systems and Identification (36 papers), Fault Detection and Control Systems (16 papers) and Structural Health Monitoring Techniques (13 papers). Koen Tiels is often cited by papers focused on Control Systems and Identification (36 papers), Fault Detection and Control Systems (16 papers) and Structural Health Monitoring Techniques (13 papers). Koen Tiels collaborates with scholars based in Belgium, Netherlands and Sweden. Koen Tiels's co-authors include Maarten Schoukens, J. Schoukens, Thomas B. Schön, Lennart Ljung, Carl R. Andersson, Paul W. Ayers, Patrick Bultinck, Stijn Fias, Christian Van Alsenoy and Mark Runacres and has published in prestigious journals such as Applied Physics Letters, IEEE Transactions on Automatic Control and Automatica.

In The Last Decade

Koen Tiels

57 papers receiving 772 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Koen Tiels Belgium	13	507	152	120	112	96	58	786
Xuehai Wang China	16	587 1.2×	167 1.1×	221 1.8×	143 1.3×	47 0.5×	51	976
Zhonghai Ding United States	11	97 0.2×	44 0.3×	107 0.9×	94 0.8×	32 0.3×	26	583
Jayanta Pal India	17	514 1.0×	39 0.3×	44 0.4×	42 0.4×	355 3.7×	68	1.1k
Marcial Gonzalez United States	15	129 0.3×	102 0.7×	40 0.3×	212 1.9×	59 0.6×	57	783
Xiaodong Xu China	14	305 0.6×	31 0.2×	38 0.3×	20 0.2×	81 0.8×	88	857
Xinye Li China	12	90 0.2×	81 0.5×	20 0.2×	21 0.2×	83 0.9×	51	402
Lihong Feng Germany	14	257 0.5×	52 0.3×	14 0.1×	143 1.3×	554 5.8×	70	789
Xiangdong Wang China	13	316 0.6×	65 0.4×	47 0.4×	10 0.1×	139 1.4×	32	607
Honghong Wang China	13	768 1.5×	11 0.1×	83 0.7×	44 0.4×	25 0.3×	28	1.1k
Jianlong Chen China	22	97 0.2×	16 0.1×	78 0.7×	35 0.3×	105 1.1×	129	1.5k

Countries citing papers authored by Koen Tiels

Since Specialization

Citations

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

Fields of papers citing papers by Koen Tiels

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Koen Tiels

This figure shows the co-authorship network connecting the top 25 collaborators of Koen Tiels. A scholar is included among the top collaborators of Koen Tiels 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 Koen Tiels. Koen Tiels 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

Tiels, Koen, et al.. (2025). Generalizable models of magnetic hysteresis via physics-aware recurrent neural networks. Computer Physics Communications. 314. 109650–109650. 1 indexed citations

Baumann, Dominik, et al.. (2025). Safety and Optimality in Learning-Based Control at Low Computational Cost. IEEE Transactions on Automatic Control. 70(11). 7275–7286. 1 indexed citations

Tiels, Koen, et al.. (2024). Characterizing nonlinear piezoelectric dynamics through deep neural operator learning. Applied Physics Letters. 125(26). 1 indexed citations

Tiels, Koen, et al.. (2024). Magnetic Hysteresis Modeling With Neural Operators. IEEE Transactions on Magnetics. 61(1). 1–11. 3 indexed citations

González, Rodrigo A., Koen Tiels, & Tom Oomen. (2023). Identifying Lebesgue-sampled Continuous-time Impulse Response Models: A Kernel-based Approach*. IFAC-PapersOnLine. 56(2). 4198–4203. 1 indexed citations

Tiels, Koen, et al.. (2023). Memory-Element-Based Hysteresis: Identification and Compensation of a Piezoelectric Actuator. IEEE Transactions on Control Systems Technology. 31(6). 2863–2870. 6 indexed citations

Tiels, Koen, et al.. (2023). Discovery of sparse hysteresis models for piezoelectric materials. Applied Physics Letters. 122(21). 9 indexed citations

Tiels, Koen, et al.. (2023). A Wavelet-Based Approach to FRF Identification From Incomplete Data. IEEE Transactions on Instrumentation and Measurement. 72. 1–15.

Tiels, Koen, et al.. (2023). Iterative Robust Experiment Design for MIMO System Identification via the S-Lemma. TU/e Research Portal. 136. 998–1003. 1 indexed citations

10.

Tiels, Koen, et al.. (2022). Decoupling multivariate functions using a nonparametric filtered tensor decomposition. arXiv (Cornell University). 1 indexed citations

11.

Tiels, Koen, et al.. (2021). Hysteresis Feedforward Compensation: A Direct Tuning Approach Using Hybrid-MEM-Elements. IEEE Control Systems Letters. 6. 1070–1075. 6 indexed citations

12.

Tiels, Koen, et al.. (2021). PNLSS Toolbox 1.0. IFAC-PapersOnLine. 54(7). 374–378. 6 indexed citations

13.

Ribeiro, Antônio H., Koen Tiels, Luís A. Aguirre, & Thomas B. Schön. (2019). The trade-off between long-term memory and smoothness for recurrent networks.. arXiv (Cornell University). 1 indexed citations

14.

Dreesen, Philippe, et al.. (2019). Decoupling Multivariate Polynomials for Nonlinear State-Space Models. IEEE Control Systems Letters. 3(3). 745–750. 11 indexed citations

15.

Esfahani, Alireza, Philippe Dreesen, Koen Tiels, Jean‐Philippe Noël, & J. Schoukens. (2017). Parameter reduction in nonlinear state-space identification of hysteresis. Mechanical Systems and Signal Processing. 104. 884–895. 20 indexed citations

16.

Esfahani, Alireza, Philippe Dreesen, Koen Tiels, Jean‐Philippe Noël, & J. Schoukens. (2017). Polynomial State-Space Model Decoupling for the Identification of Hysteretic Systems. IFAC-PapersOnLine. 50(1). 458–463. 12 indexed citations

17.

Relan, Rishi, et al.. (2017). An Unstructured Flexible Nonlinear Model for the Cascaded Water-tanks Benchmark. IFAC-PapersOnLine. 50(1). 452–457. 13 indexed citations

18.

Tiels, Koen. (2015). A polynomial nonlinear state-space Matlab Toolbox. VUBIR (Vrije Universiteit Brussel). 2 indexed citations

19.

Schoukens, Maarten, Koen Tiels, Mariya Ishteva, & J. Schoukens. (2014). Identification of parallel Wiener-Hammerstein systems with a decoupled static nonlinearity. IFAC Proceedings Volumes. 47(3). 505–510. 10 indexed citations

20.

Tiels, Koen & J. Schoukens. (2014). Wiener system identification with generalized orthonormal basis functions. Automatica. 50(12). 3147–3154. 41 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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