Oliver Nelles

6.3k total citations · 2 hit papers
147 papers, 3.8k citations indexed

About

Oliver Nelles is a scholar working on Control and Systems Engineering, Artificial Intelligence and Mechanical Engineering. According to data from OpenAlex, Oliver Nelles has authored 147 papers receiving a total of 3.8k indexed citations (citations by other indexed papers that have themselves been cited), including 106 papers in Control and Systems Engineering, 70 papers in Artificial Intelligence and 18 papers in Mechanical Engineering. Recurrent topics in Oliver Nelles's work include Fault Detection and Control Systems (62 papers), Control Systems and Identification (60 papers) and Neural Networks and Applications (51 papers). Oliver Nelles is often cited by papers focused on Fault Detection and Control Systems (62 papers), Control Systems and Identification (60 papers) and Neural Networks and Applications (51 papers). Oliver Nelles collaborates with scholars based in Germany, Slovenia and Austria. Oliver Nelles's co-authors include Rolf Isermann, Benjamin Hartmann, Alexander Fink, Martin Fischer, Martin Schüler, Michael Häfner, Frank Hoffmann, Jochen Moll, Martin C. Fischer and Susanne Ernst and has published in prestigious journals such as IEEE Access, Information Sciences and IEEE Transactions on Fuzzy Systems.

In The Last Decade

Oliver Nelles

132 papers receiving 3.6k citations

Hit Papers

Nonlinear System Identification: From Classical Approache... 2000 2026 2008 2017 2000 2001 250 500 750
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Nonlinear System Identification: From Classical Approaches to Neural Networks and Fuzzy Models
    2000 997 citations Oliver Nelles profile →
  2. Nonlinear System Identification
    2001 902 citations Oliver Nelles profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Oliver Nelles Germany 24 2.1k 1.3k 605 393 356 147 3.8k
Lei Jia China 32 1.4k 0.7× 761 0.6× 1.2k 1.9× 795 2.0× 437 1.2× 267 3.8k
Bjarne Foss Norway 36 2.8k 1.4× 769 0.6× 1.0k 1.7× 422 1.1× 174 0.5× 233 5.0k
K. Khorasani Canada 54 6.5k 3.1× 1.4k 1.1× 1.1k 1.8× 1.0k 2.6× 324 0.9× 433 9.5k
Qinghua Zhang France 27 2.8k 1.3× 1.1k 0.9× 414 0.7× 303 0.8× 572 1.6× 132 4.0k
Niels Kjølstad Poulsen Denmark 36 2.8k 1.4× 1.3k 1.0× 437 0.7× 1.5k 3.8× 359 1.0× 245 5.6k
Jan Lunze Germany 31 6.6k 3.2× 760 0.6× 574 0.9× 870 2.2× 229 0.6× 371 8.4k
James F. Whidborne United Kingdom 29 1.3k 0.6× 239 0.2× 535 0.9× 704 1.8× 273 0.8× 219 3.4k
Xiaojie Su China 42 6.2k 3.0× 1.0k 0.8× 329 0.5× 907 2.3× 117 0.3× 178 7.6k
J.M. Maciejowski United Kingdom 33 6.5k 3.1× 511 0.4× 638 1.1× 1.4k 3.6× 343 1.0× 216 8.6k
M.J. Grimble United Kingdom 34 3.8k 1.8× 651 0.5× 527 0.9× 320 0.8× 177 0.5× 406 4.7k

Countries citing papers authored by Oliver Nelles

Since Specialization
Citations

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

Fields of papers citing papers by Oliver Nelles

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Oliver Nelles

This figure shows the co-authorship network connecting the top 25 collaborators of Oliver Nelles. A scholar is included among the top collaborators of Oliver Nelles 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 Oliver Nelles. Oliver Nelles 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
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Nelles, Oliver, et al.. (2024). Regularized Finite Impulse Response Models versus Laguerre Models: A Comparison. IFAC-PapersOnLine. 58(15). 67–72.
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Nelles, Oliver, et al.. (2024). Control-oriented wind turbine load estimation based on local linear neuro-fuzzy models. Journal of Physics Conference Series. 2767(3). 32016–32016. 2 indexed citations
6.
Nelles, Oliver, et al.. (2024). Optimized Excitation Signal Tailored to Pertinent Dynamic Process Characteristics. IFAC-PapersOnLine. 58(28). 1049–1054. 1 indexed citations
7.
Schneider, Fabian, et al.. (2024). Autoencoder-based Metamodeling for Structural Design Optimization. IFAC-PapersOnLine. 58(28). 288–293.
8.
Glass, Leon, et al.. (2023). An Input-to-State Stable Virtual Sensor for Electric Motor Rotor Temperature. IFAC-PapersOnLine. 56(1). 240–245. 1 indexed citations
9.
Nelles, Oliver, et al.. (2023). Nonlinear Dynamic System Identification of Separation Unit for Raw Materials. 1 indexed citations
10.
Schneider, Fabian, et al.. (2023). Latin hypercubes for constrained design of experiments for data-driven models. at - Automatisierungstechnik. 71(10). 820–832. 3 indexed citations
11.
Schneider, Fabian, et al.. (2022). Constrained Design of Experiments for Data-Driven Models. 193–212. 1 indexed citations
12.
Nelles, Oliver, et al.. (2021). Adaptive Model Predictive Control with Finite Impulse Response Models. 149–168. 2 indexed citations
13.
Nelles, Oliver, et al.. (2019). Local Model Networks for the Identification of Nonlinear State Space Models. 6437–6442. 10 indexed citations
14.
Nelles, Oliver, et al.. (2018). Gray-box identification with regularized FIR models. at - Automatisierungstechnik. 66(9). 704–713. 9 indexed citations
15.
Nelles, Oliver, et al.. (2017). Goal-oriented active learning with local model networks. International Journal of Computational Methods and Experimental Measurements. 6(4). 785–796. 2 indexed citations
16.
Ebert, Tobias, et al.. (2015). Extended Deterministic Local Search Algorithm for Maximin Latin Hypercube Designs. 375–382. 15 indexed citations
17.
Nelles, Oliver, et al.. (2015). Proposal for a function generator and extrapolation analysis. 1–6. 2 indexed citations
18.
Hartmann, Benjamin, et al.. (2011). Nonlinear System Identification by Gustafson–Kessel Fuzzy Clustering and Supervised Local Model Network Learning for the Drug Absorption Spectra Process. IEEE Transactions on Neural Networks. 22(12). 1941–1951. 48 indexed citations
19.
Nelles, Oliver, et al.. (2009). Learning Strategies for Local Model Networks with Higher Degree Polynomials. IFAC Proceedings Volumes. 42(19). 490–495. 2 indexed citations
20.
Nelles, Oliver, Alexander Fink, Robert Babuška, & M. Setnes. (1999). Comparision of Two Construction Algorithms for Takagi-Sugeno Fuzzy Models. International Journal of Applied Mathematics and Computer Science. 10(4). 835–855. 29 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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