Marcel Kettelgerdes

505 total citations · 1 hit paper
12 papers, 323 citations indexed

About

Marcel Kettelgerdes is a scholar working on Instrumentation, Industrial and Manufacturing Engineering and Environmental Engineering. According to data from OpenAlex, Marcel Kettelgerdes has authored 12 papers receiving a total of 323 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Instrumentation, 5 papers in Industrial and Manufacturing Engineering and 4 papers in Environmental Engineering. Recurrent topics in Marcel Kettelgerdes's work include Advanced Optical Sensing Technologies (8 papers), Ocular and Laser Science Research (3 papers) and Autonomous Vehicle Technology and Safety (3 papers). Marcel Kettelgerdes is often cited by papers focused on Advanced Optical Sensing Technologies (8 papers), Ocular and Laser Science Research (3 papers) and Autonomous Vehicle Technology and Safety (3 papers). Marcel Kettelgerdes collaborates with scholars based in Germany and Romania. Marcel Kettelgerdes's co-authors include Gordon Elger, Judith Pérez-Velázquez, Andreas Theissler, G. T. Bottger, Bernhard Wunderle, Amit Pandey and Maximilian Schmid and has published in prestigious journals such as Remote Sensing, Reliability Engineering & System Safety and Microelectronics Reliability.

In The Last Decade

Marcel Kettelgerdes

12 papers receiving 300 citations

Hit Papers

align trajectories

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.

Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry

2021 292 citations Andreas Theissler, Judith Pérez-Velázquez et al. Reliability Engineering & System Safety profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Marcel Kettelgerdes Germany	5	119	71	53	48	46	12	323
Finn Tseng United States	10	126 1.1×	51 0.7×	78 1.5×	120 2.5×	41 0.9×	16	349
Wo Jae Lee United States	9	144 1.2×	166 2.3×	62 1.2×	49 1.0×	124 2.7×	14	413
Xuewen Miao China	5	146 1.2×	34 0.5×	44 0.8×	26 0.5×	51 1.1×	7	308
Manuel Avila France	8	98 0.8×	33 0.5×	41 0.8×	24 0.5×	53 1.2×	22	289
Jovani Dalzochio Brazil	3	134 1.1×	136 1.9×	37 0.7×	11 0.2×	50 1.1×	5	354
Ivo Paixão de Medeiros Brazil	9	237 2.0×	57 0.8×	34 0.6×	32 0.7×	69 1.5×	15	437
Haiyue Wu United States	8	144 1.2×	92 1.3×	47 0.9×	9 0.2×	78 1.7×	10	310
Jose Favilla Brazil	4	130 1.1×	137 1.9×	36 0.7×	11 0.2×	50 1.1×	5	363
Leïla Hayet Mouss Algeria	12	259 2.2×	42 0.6×	155 2.9×	41 0.9×	92 2.0×	67	518
Francesca Calabrese Italy	10	97 0.8×	63 0.9×	54 1.0×	7 0.1×	39 0.8×	27	284

Countries citing papers authored by Marcel Kettelgerdes

Since Specialization

Citations

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

Fields of papers citing papers by Marcel Kettelgerdes

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marcel Kettelgerdes

This figure shows the co-authorship network connecting the top 25 collaborators of Marcel Kettelgerdes. A scholar is included among the top collaborators of Marcel Kettelgerdes 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 Kettelgerdes. Marcel Kettelgerdes is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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12 of 12 papers shown

Pandey, Amit, et al.. (2025). Estimating the effect of age-induced defocus on object detection performance of automotive cameras. Results in Engineering. 27. 105951–105951. 1 indexed citations

Kettelgerdes, Marcel, et al.. (2024). Precise Adverse Weather Characterization by Deep-Learning-Based Noise Processing in Automotive LiDAR Sensors. Remote Sensing. 16(13). 2407–2407. 1 indexed citations

Schmid, Maximilian, et al.. (2023). Transient thermal analysis for VCSEL Diodes. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–6. 1 indexed citations

Kettelgerdes, Marcel & Gordon Elger. (2023). In-Field Measurement and Methodology for Modeling and Validation of Precipitation Effects on Solid-State LiDAR Sensors. IEEE Journal of Radio Frequency Identification. 7. 192–202. 6 indexed citations

Kettelgerdes, Marcel, et al.. (2023). Automotive LiDAR Based Precipitation State Estimation Using Physics Informed Spatio-Temporal 3D Convolutional Neural Networks (PIST-CNN). Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–6. 1 indexed citations

Kettelgerdes, Marcel, et al.. (2023). Realization, multi-field coupled simulation and characterization of a thermo-mechanically robust LiDAR front end on a copper coated glass substrate. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 753–760. 1 indexed citations

Kettelgerdes, Marcel & Gordon Elger. (2022). Modeling Methodology and In-field Measurement Setup to Develop Empiric Weather Models for Solid-State LiDAR Sensors. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–6. 1 indexed citations

Kettelgerdes, Marcel, et al.. (2022). Structural-Thermal-Optical-Performance (STOP) Analysis of a Lens Stack for Realization of a Digital Twin of an automotive LiDAR. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1 indexed citations

Bottger, G. T., et al.. (2022). Thermo-mechanical-optical coupling within a digital twin development for automotive LiDAR. Microelectronics Reliability. 141. 114871–114871. 7 indexed citations

10.

Theissler, Andreas, Judith Pérez-Velázquez, Marcel Kettelgerdes, & Gordon Elger. (2021). Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry. Reliability Engineering & System Safety. 215. 107864–107864. 292 indexed citations breakdown →

11.

Kettelgerdes, Marcel, et al.. (2021). Correlating Intrinsic Parameters and Sharpness for Condition Monitoring of Automotive Imaging Sensors. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 8200. 298–306. 5 indexed citations

12.

Bottger, G. T., et al.. (2021). Thermo-mechanical-optical coupling within a digital twin development for automotive LiDAR. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 1–9. 6 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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