Timo Müller

1.1k total citations · 1 hit paper
22 papers, 601 citations indexed

About

Timo Müller is a scholar working on Industrial and Manufacturing Engineering, Control and Systems Engineering and Management Information Systems. According to data from OpenAlex, Timo Müller has authored 22 papers receiving a total of 601 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Industrial and Manufacturing Engineering, 5 papers in Control and Systems Engineering and 2 papers in Management Information Systems. Recurrent topics in Timo Müller's work include Flexible and Reconfigurable Manufacturing Systems (14 papers), Digital Transformation in Industry (12 papers) and Manufacturing Process and Optimization (6 papers). Timo Müller is often cited by papers focused on Flexible and Reconfigurable Manufacturing Systems (14 papers), Digital Transformation in Industry (12 papers) and Manufacturing Process and Optimization (6 papers). Timo Müller collaborates with scholars based in Germany, Netherlands and France. Timo Müller's co-authors include Michael Weyrich, Nasser Jazdi, B. Lindemann, Hannes Vietz, Nada Sahlab, Andreas Löcklin, Behrang Ashtari Talkhestani, Benjamin Maschler, Tobias Jung and Björn Wiedersheim and has published in prestigious journals such as Journal of Luminescence, Computers in Industry and International Journal of Computer Integrated Manufacturing.

In The Last Decade

Timo Müller

22 papers receiving 579 citations

Hit Papers

A survey on long short-term memory networks for time seri... 2021 2026 2022 2024 2021 100 200 300
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. A survey on long short-term memory networks for time series prediction
    2021 347 citations B. Lindemann, Timo Müller et al. Procedia CIRP profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Timo Müller Germany 10 159 130 90 79 56 22 601
Cinzia Giannetti United Kingdom 13 210 1.3× 99 0.8× 146 1.6× 104 1.3× 31 0.6× 39 630
Yunyun Niu China 17 225 1.4× 210 1.6× 40 0.4× 62 0.8× 61 1.1× 57 897
Dongyang Xu China 9 79 0.5× 64 0.5× 71 0.8× 61 0.8× 29 0.5× 17 392
Alican Doğan Türkiye 4 136 0.9× 162 1.2× 59 0.7× 48 0.6× 22 0.4× 6 554
Esra’a Alkafaween Jordan 7 55 0.3× 118 0.9× 57 0.6× 85 1.1× 43 0.8× 9 499
Gongzhuang Peng China 16 161 1.0× 87 0.7× 162 1.8× 34 0.4× 49 0.9× 47 738
Milad Baghalzadeh Shishehgarkhaneh Australia 12 87 0.5× 179 1.4× 38 0.4× 62 0.8× 40 0.7× 20 556
Khalid Almohammadi Saudi Arabia 9 51 0.3× 203 1.6× 57 0.6× 112 1.4× 44 0.8× 23 648
Qinghua Gu China 18 63 0.4× 314 2.4× 130 1.4× 97 1.2× 41 0.7× 63 861

Countries citing papers authored by Timo Müller

Since Specialization
Citations

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

Fields of papers citing papers by Timo Müller

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Timo Müller

This figure shows the co-authorship network connecting the top 25 collaborators of Timo Müller. A scholar is included among the top collaborators of Timo Müller 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 Timo Müller. Timo Müller 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.
Müller, Timo, et al.. (2024). A Modular System Architecture for an Offshore Off-grid Platform for Climate-neutral Power-to-X Production in H2Mare. Procedia CIRP. 126. 909–914. 1 indexed citations
2.
Müller, Timo, et al.. (2024). Photoluminescence of combinatorically sputtered Al2O3–Y2O3 thin films with a Cr3+ and Nd3+ co-doping concentration gradient. Journal of Luminescence. 269. 120503–120503. 2 indexed citations
3.
4.
Müller, Timo, et al.. (2023). Reconfiguration management in manufacturing. at - Automatisierungstechnik. 71(5). 330–350. 7 indexed citations
5.
Müller, Timo, et al.. (2023). A survey on machine learning based analysis of heterogeneous data in industrial automation. Computers in Industry. 149. 103930–103930. 38 indexed citations
6.
Müller, Timo, et al.. (2023). Intelligent Exploration of Solution Spaces Exemplified by Industrial Reconfiguration Management. Procedia CIRP. 118. 270–275. 1 indexed citations
7.
Müller, Timo, et al.. (2022). Digitaler Zwilling für eine modulare Offshore-Plattform. atp magazin. 63(6-7). 72–80. 7 indexed citations
8.
Maschler, Benjamin, Timo Müller, Andreas Löcklin, & Michael Weyrich. (2022). Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems. Procedia CIRP. 112. 220–225. 10 indexed citations
9.
Müller, Timo, et al.. (2022). Context-enriched modeling using Knowledge Graphs for intelligent Digital Twins of Production Systems. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). 1–8. 4 indexed citations
10.
Müller, Timo, et al.. (2022). A graph-based knowledge representation and pattern mining supporting the Digital Twin creation of existing manufacturing systems. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). 1–4. 2 indexed citations
11.
Müller, Timo, et al.. (2022). Architecture and knowledge modelling for self-organized reconfiguration management of cyber-physical production systems. International Journal of Computer Integrated Manufacturing. 36(12). 1842–1863. 22 indexed citations
12.
Lindemann, B., Timo Müller, Hannes Vietz, Nasser Jazdi, & Michael Weyrich. (2021). A survey on long short-term memory networks for time series prediction. Procedia CIRP. 99. 650–655. 347 indexed citations breakdown →
13.
Müller, Timo, B. Lindemann, Tobias Jung, Nasser Jazdi, & Michael Weyrich. (2021). Enhancing an Intelligent Digital Twin with a Self-organized Reconfiguration Management based on Adaptive Process Models. Procedia CIRP. 104. 786–791. 12 indexed citations
14.
Müller, Timo, et al.. (2021). Cyber-physical production systems: enhancement with a self-organized reconfiguration management. Procedia CIRP. 99. 549–554. 35 indexed citations
15.
Müller, Timo, et al.. (2021). Industrial autonomous systems: a survey on definitions, characteristics and abilities. at - Automatisierungstechnik. 69(1). 3–13. 29 indexed citations
16.
Bauernhansl, Thomas, et al.. (2020). Semantic Structuring of Elements and Capabilities in Ultra-flexible Factories. Procedia CIRP. 93. 335–340. 3 indexed citations
17.
Kowalewski, Stefan, Andreas Löcklin, Timo Müller, et al.. (2019). Formale Methoden für rekonfigurierbare cyber-physische Systeme in der Produktion. at - Automatisierungstechnik. 68(1). 3–14. 12 indexed citations
18.
Müller, Timo, et al.. (2018). Methodology for the model driven development of service oriented plant controls. Procedia CIRP. 67. 173–178. 7 indexed citations
19.
Müller, Timo, et al.. (2011). MAMPF: An Intelligent Cooking Agent for Zoneless Stoves. 9. 171–178. 9 indexed citations
20.
Müller, Timo, et al.. (2009). A Comprehensive Description of a Model-based, Continuous Development Process for AUTOSAR Systems with Integrated Quality Assurance. TUbilio (Technical University of Darmstadt). 4 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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