Julius Pfrommer

2.3k total citations · 1 hit paper
45 papers, 1.5k citations indexed

About

Julius Pfrommer is a scholar working on Industrial and Manufacturing Engineering, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Julius Pfrommer has authored 45 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Industrial and Manufacturing Engineering, 9 papers in Artificial Intelligence and 7 papers in Computer Networks and Communications. Recurrent topics in Julius Pfrommer's work include Flexible and Reconfigurable Manufacturing Systems (17 papers), Manufacturing Process and Optimization (13 papers) and Digital Transformation in Industry (7 papers). Julius Pfrommer is often cited by papers focused on Flexible and Reconfigurable Manufacturing Systems (17 papers), Manufacturing Process and Optimization (13 papers) and Digital Transformation in Industry (7 papers). Julius Pfrommer collaborates with scholars based in Germany, France and Switzerland. Julius Pfrommer's co-authors include Jürgen Beyerer, Manfred Morari, Joseph Warrington, Georg Schildbach, Miriam Schleipen, Sten Grüner, Sven Giesselbach, Birgit Kirsch, Laura von Rueden and Sebastian Mayer and has published in prestigious journals such as Sensors, IEEE Transactions on Intelligent Transportation Systems and IEEE Transactions on Industrial Informatics.

In The Last Decade

Julius Pfrommer

40 papers receiving 1.4k citations

Hit Papers

Informed Machine Learning - A Taxonomy and Survey of Inte... 2021 2026 2022 2024 2021 100 200 300 400
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. Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
    2021 469 citations Julius Pfrommer et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Julius Pfrommer Germany 14 569 249 240 214 198 45 1.5k
Marc Sevaux France 24 801 1.4× 257 1.0× 278 1.2× 125 0.6× 469 2.4× 75 1.6k
Dewang Chen China 20 495 0.9× 173 0.7× 161 0.7× 339 1.6× 52 0.3× 113 1.3k
Koorush Ziarati Iran 15 381 0.7× 88 0.4× 419 1.7× 81 0.4× 97 0.5× 47 1.1k
Yonglin Tian China 21 167 0.3× 314 1.3× 313 1.3× 114 0.5× 137 0.7× 64 1.5k
Yaping Ren China 28 1.9k 3.3× 323 1.3× 190 0.8× 85 0.4× 136 0.7× 73 2.5k
Magdalene Marinaki Greece 29 1.2k 2.0× 385 1.5× 916 3.8× 101 0.5× 138 0.7× 75 2.5k
El‐Ghazali Talbi France 12 531 0.9× 98 0.4× 697 2.9× 60 0.3× 297 1.5× 36 1.8k
Harry H. Cheng United States 20 170 0.3× 161 0.6× 239 1.0× 227 1.1× 428 2.2× 131 1.7k
Bissan Ghaddar Canada 19 197 0.3× 237 1.0× 227 0.9× 85 0.4× 192 1.0× 39 1.4k
Sivakumar Rathinam United States 25 647 1.1× 237 1.0× 185 0.8× 55 0.3× 502 2.5× 142 2.1k

Countries citing papers authored by Julius Pfrommer

Since Specialization
Citations

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

Fields of papers citing papers by Julius Pfrommer

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Julius Pfrommer

This figure shows the co-authorship network connecting the top 25 collaborators of Julius Pfrommer. A scholar is included among the top collaborators of Julius Pfrommer 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 Julius Pfrommer. Julius Pfrommer 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.
Fu, Hao, et al.. (2025). SAMBLE: Shape-Specific Point Cloud Sampling for an Optimal Trade-Off Between Local Detail and Global Uniformity. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1342–1352.
2.
Pfrommer, Julius, et al.. (2024). A OPC UA Based Execution Engine for Production Control in Decentral Organized Manufacturing. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–8.
3.
Wu, Chengzhi, Hao Fu, Julius Pfrommer, et al.. (2024). 6D Pose Estimation on Point Cloud Data through Prior Knowledge Integration: A Case Study in Autonomous Disassembly. Procedia CIRP. 122. 193–198. 2 indexed citations
4.
Fleischer, Jürgen, Frederik Zanger, Volker Schulze, et al.. (2024). Self-learning and autonomously adapting manufacturing equipment for the circular factory. at - Automatisierungstechnik. 72(9). 861–874. 2 indexed citations
5.
Staab, Steffen, Michael Selzer, Gerhard Neumann, et al.. (2024). The role of an ontology-based knowledge backbone in a circular factory. at - Automatisierungstechnik. 72(9). 875–883.
6.
Pfrommer, Julius, et al.. (2023). Self-Supervised Generative-Contrastive Learning of Multi-Modal Euclidean Input for 3D Shape Latent Representations: A Dynamic Switching Approach. IEEE Transactions on Multimedia. 26. 8432–8441. 3 indexed citations
7.
Wu, Chengzhi, Junwei Zheng, Julius Pfrommer, & Jürgen Beyerer. (2023). Attention-Based Point Cloud Edge Sampling. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 5333–5343. 43 indexed citations
8.
Pfrommer, Julius, et al.. (2023). SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-Task Learning. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 529–540. 1 indexed citations
9.
Pfrommer, Julius, et al.. (2023). Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 4520–4529. 12 indexed citations
10.
Pfrommer, Julius, Simon Rapp, Gisela Lanza, et al.. (2022). An ontology for remanufacturing systems. at - Automatisierungstechnik. 70(6). 534–541. 12 indexed citations
11.
Denk, Florian, Alex C. Hoffmann, Julius Pfrommer, et al.. (2022). Entwicklung einer autonomen Elektrodenbeschichtung. Zeitschrift für wirtschaftlichen Fabrikbetrieb. 117(10). 673–676. 1 indexed citations
12.
Fay, Alexander, et al.. (2019). Fähigkeitsmodell für die Sensor-/ Aktor-Rekonfiguration. atp magazin. 61(9). 64–71. 1 indexed citations
13.
Pfrommer, Julius, et al.. (2018). Open Source OPC UA PubSub Over TSN for Realtime Industrial Communication. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 1087–1090. 85 indexed citations
14.
Pfrommer, Julius, et al.. (2016). Hybrid OPC UA and DDS: Combining architectural styles for the industrial internet. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 10. 1–7. 9 indexed citations
15.
Schleipen, Miriam, et al.. (2016). OPC UA & Industrie 4.0 - Enabling Technology with High Diversity and Variability. Procedia CIRP. 57. 315–320. 83 indexed citations
16.
Grüner, Sten, et al.. (2016). RESTful Industrial Communication With OPC UA. IEEE Transactions on Industrial Informatics. 12(5). 1832–1841. 84 indexed citations
17.
Grüner, Sten, et al.. (2015). Open source as enabler for OPC UA in industrial automation. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–6. 53 indexed citations
18.
Grüner, Sten, et al.. (2015). A RESTful extension of OPC UA. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–4. 14 indexed citations
19.
Pfrommer, Julius, et al.. (2014). Modelling and orchestration of service-based manufacturing systems via skills. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 1–4. 37 indexed citations
20.
Pfrommer, Julius, Joseph Warrington, Georg Schildbach, & Manfred Morari. (2014). Dynamic Vehicle Redistribution and Online Price Incentives in Shared Mobility Systems. IEEE Transactions on Intelligent Transportation Systems. 15(4). 1567–1578. 259 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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