Marcel Müller

633 total citations · 1 hit paper
24 papers, 400 citations indexed

About

Marcel Müller is a scholar working on Industrial and Manufacturing Engineering, Electrical and Electronic Engineering and Materials Chemistry. According to data from OpenAlex, Marcel Müller has authored 24 papers receiving a total of 400 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Industrial and Manufacturing Engineering, 7 papers in Electrical and Electronic Engineering and 6 papers in Materials Chemistry. Recurrent topics in Marcel Müller's work include Advanced Manufacturing and Logistics Optimization (6 papers), Scheduling and Optimization Algorithms (5 papers) and Graphene research and applications (4 papers). Marcel Müller is often cited by papers focused on Advanced Manufacturing and Logistics Optimization (6 papers), Scheduling and Optimization Algorithms (5 papers) and Graphene research and applications (4 papers). Marcel Müller collaborates with scholars based in Germany, United States and Indonesia. Marcel Müller's co-authors include Tobias Reggelin, Sebastian Lang, Ilya Jackson, Dmitry Ivanov, Joachim Knoch, I. Petrov, Andreas Pape, Esra Tanrıverdi Eçik, Sara Fathipour and Florian Winkler and has published in prestigious journals such as PLoS ONE, Journal of Applied Physics and Expert Systems with Applications.

In The Last Decade

Marcel Müller

24 papers receiving 384 citations

Hit Papers

A review on reinforcement learning algorithms and applica... 2022 2026 2023 2024 2022 50 100 150
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 review on reinforcement learning algorithms and applications in supply chain management
    2022 162 citations Ilya Jackson, Marcel Müller et al. International Journal of Production Research profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Marcel Müller Germany 10 185 96 69 58 52 24 400
Shaojun Lu China 12 375 2.0× 52 0.5× 54 0.8× 53 0.9× 25 0.5× 45 587
Mohamed Ahmed Kuwait 11 62 0.3× 43 0.4× 35 0.5× 28 0.5× 116 2.2× 22 396
Patrick Link Germany 8 138 0.7× 28 0.3× 186 2.7× 53 0.9× 15 0.3× 14 494
Chunghun Ha South Korea 12 77 0.4× 34 0.4× 53 0.8× 35 0.6× 28 0.5× 27 359
Chunquan Li China 7 149 0.8× 50 0.5× 68 1.0× 22 0.4× 6 0.1× 49 439
Luís Guimarães Portugal 13 332 1.8× 172 1.8× 27 0.4× 54 0.9× 18 0.3× 26 467
Peng Zheng China 13 186 1.0× 22 0.2× 69 1.0× 21 0.4× 8 0.2× 31 403
Wenjie Bi China 9 36 0.2× 52 0.5× 142 2.1× 15 0.3× 34 0.7× 27 331

Countries citing papers authored by Marcel Müller

Since Specialization
Citations

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

Fields of papers citing papers by Marcel Müller

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marcel Müller

This figure shows the co-authorship network connecting the top 25 collaborators of Marcel Müller. A scholar is included among the top collaborators of Marcel 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 Marcel Müller. Marcel 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.
Jackson, Ilya, et al.. (2024). A review on unsupervised learning algorithms and applications in supply chain management. International Journal of Production Research. 63(5). 1933–1983. 9 indexed citations
2.
Müller, Marcel, et al.. (2023). A Framework for Applying Reinforcement Learning to Deadlock Handling in Intralogistics. 107–121. 1 indexed citations
3.
4.
Müller, Marcel, et al.. (2022). Towards Deadlock Handling with Machine Learning in a Simulation-Based Learning Environment. 2022 Winter Simulation Conference (WSC). 1485–1496. 5 indexed citations
5.
Basten, Dirk, et al.. (2021). Impact of time pressure on software quality: A laboratory experiment on a game-theoretical model. PLoS ONE. 16(1). e0245599–e0245599. 1 indexed citations
6.
Müller, Marcel, et al.. (2021). Real-time combination of material flow simulation, digital twins of manufacturing cells, an AGV and a mixed-reality application. Procedia CIRP. 104. 1607–1612. 14 indexed citations
7.
Lang, Sebastian, et al.. (2021). NeuroEvolution of augmenting topologies for solving a two-stage hybrid flow shop scheduling problem: A comparison of different solution strategies. Expert Systems with Applications. 172. 114666–114666. 24 indexed citations
8.
Reggelin, Tobias, et al.. (2020). Assigning dispatching rules using a genetic algorithm to solve a hybrid flow shop scheduling problem. Procedia Manufacturing. 42. 442–449. 25 indexed citations
9.
Lang, Sebastian, et al.. (2020). Integration of Deep Reinforcement Learning and Discrete-Event Simulation for Real-Time Scheduling of a Flexible Job Shop Production. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 3057–3068. 47 indexed citations
10.
Reggelin, Tobias, et al.. (2020). Scheduling Jobs in a Two-Stage Hybrid Flow Shop with a Simulation-Based Genetic Algorithm and Standard Dispatching Rules. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 1584–1595. 3 indexed citations
11.
Müller, Marcel, et al.. (2020). Comparison of Deadlock Handling Strategies for Different Warehouse Layouts with an AGVS. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 2017. 1300–1311. 3 indexed citations
12.
Müller, Marcel, et al.. (2018). SIMULATION-BASED PLANNING AND DIMENSIONING OF AN AUTOMATIC LAUNDRY STORAGE AND RETRIEVAL UNIT WITH DYNAMIC STORAGE LOCATION SIZES. 2018 Winter Simulation Conference (WSC). 2977–2988. 1 indexed citations
13.
Müller, Marcel, et al.. (2018). Modelling and Simulation of a Paraglider Flight. Linköping electronic conference proceedings. 142. 327–333. 1 indexed citations
14.
Müller, Marcel, et al.. (2017). Electrostatic Doping of 2D-Materials—From Single Devices Toward Circuitry Exploration. Quantum Matter. 6(1). 45–49. 5 indexed citations
15.
Müller, Marcel, Sara Fathipour, H. Q. Xu, et al.. (2016). Gate-Controlled WSe2 Transistors Using a Buried Triple-Gate Structure. Nanoscale Research Letters. 11(1). 512–512. 21 indexed citations
16.
Müller, Marcel, Esra Tanrıverdi Eçik, Florian Winkler, et al.. (2015). Visibility of two-dimensional layered materials on various substrates. Journal of Applied Physics. 118(14). 20 indexed citations
17.
Müller, Marcel, et al.. (2014). Tackling hillocks growth after aluminum CMP. 129–132. 3 indexed citations
18.
Müller, Marcel, et al.. (2014). Design, simulation, fabrication and characterization of nano-scaled acceleration grids. Microelectronic Engineering. 121. 118–121. 4 indexed citations
19.
Knoch, Joachim & Marcel Müller. (2014). Electrostatic Doping—Controlling the Properties of Carbon-Based FETs With Gates. IEEE Transactions on Nanotechnology. 13(6). 1044–1052. 15 indexed citations
20.
Knoch, Joachim, et al.. (2013). Gate-controlled doping in carbon-based FETs. 124 126. 162–167. 2 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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