Benjamin Rolf
Impact in
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- Digital Transformation in Industry
- Scheduling and Optimization Algorithms
- Advanced Manufacturing and Logistics Optimization
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- Supply Chain and Inventory Management
- Quality and Supply Management
- Big Data and Business Intelligence
Papers in
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- Scheduling and Optimization Algorithms 4
- Digital Transformation in Industry 3
- Assembly Line Balancing Optimization 3
- Flexible and Reconfigurable Manufacturing Systems 2
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- Supply Chain Resilience and Risk Management 5
- Sustainable Supply Chain Management 3
- Co-authors
- Sebastian Lang (13 shared papers)Tobias Reggelin (13 shared papers)Marcel Müller (4 shared papers)Ilya Jackson (4 shared papers)Dmitry Ivanov (1 shared paper)Alexander Beier (1 shared paper)Heiner Stuckenschmidt (2 shared papers)Harold Mouchère (1 shared paper)
- Journals
- International Journal of Production Research (3 papers)Journal of Intelligent Manufacturing (1 paper)Production Engineering (1 paper)Journal of the Association for Information Systems (1 paper)IFAC-PapersOnLine (5 papers)
- Partner nations
- GermanyUnited StatesFrance
In The Last Decade
Benjamin Rolf
13 papers receiving 261 citations
Benjamin Rolf's Hit Papers
Peers
Comparison fields: 5 of 62
- Industrial and Manufacturing Engineering 113
- Management Information Systems 98
- Strategy and Management 77
- Management Science and Operations Research 25
- Health Informatics 2
Countries citing papers authored by Benjamin Rolf
This map shows the geographic impact of Benjamin Rolf'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 Benjamin Rolf with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benjamin Rolf more than expected).
Fields of papers citing papers by Benjamin Rolf
This network shows the impact of papers produced by Benjamin Rolf. 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 Benjamin Rolf. The network helps show where Benjamin Rolf may publish in the future.
Co-authors
The 15 scholars most cited alongside Benjamin Rolf, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | A review on reinforcement learning algorithms and applications in supply chain management Hit paper breakdown → | 2022 | 201 |
| 2 | 2020 | 28 | |
| 3 | 2024 | 11 | |
| 4 | 2022 | 9 | |
| 5 | 2024 | 5 | |
| 6 | 2023 | 3 | |
| 7 | 2023 | 3 | |
| 8 | 2020 | 3 | |
| 9 | 2024 | 2 | |
| 10 | 2025 | 2 | |
| 11 | 2024 | 1 | |
| 12 | 2024 | 1 | |
| 13 | 2022 | 1 | |
| 14 | 2025 | 0 | |
| 15 | 2023 | 0 |
About Benjamin Rolf
Benjamin Rolf is a scholar working on Industrial and Manufacturing Engineering, Strategy and Management, Management Information Systems, Information Systems and Management of Technology and Innovation, having authored 15 papers that have together received 270 indexed citations. Recurring topics across this work include Supply Chain Resilience and Risk Management (5 papers), Scheduling and Optimization Algorithms (4 papers), Sustainable Supply Chain Management (3 papers), Supply Chain and Inventory Management (3 papers), Digital Transformation in Industry (3 papers), Assembly Line Balancing Optimization (3 papers), Quality and Supply Management (3 papers) and Flexible and Reconfigurable Manufacturing Systems (2 papers). The work is most often cited by research in Industrial and Manufacturing Engineering (113 citations), Management Information Systems (98 citations), Strategy and Management (77 citations), Management Science and Operations Research (25 citations) and Health Informatics (2 citations). Benjamin Rolf has collaborated with scholars based in Germany, United States and France. Frequent co-authors include Sebastian Lang, Tobias Reggelin, Marcel Müller, Ilya Jackson, Dmitry Ivanov, Alexander Beier, Heiner Stuckenschmidt, Harold Mouchère, Yuan Tian and Alexandre Dolgui. Their work appears in journals such as International Journal of Production Research, Journal of Intelligent Manufacturing, Production Engineering, Journal of the Association for Information Systems and IFAC-PapersOnLine.
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.