Roel Dobbe

771 total citations
35 papers, 303 citations indexed

About

Roel Dobbe is a scholar working on Electrical and Electronic Engineering, Control and Systems Engineering and Safety Research. According to data from OpenAlex, Roel Dobbe has authored 35 papers receiving a total of 303 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Electrical and Electronic Engineering, 9 papers in Control and Systems Engineering and 7 papers in Safety Research. Recurrent topics in Roel Dobbe's work include Smart Grid Energy Management (11 papers), Optimal Power Flow Distribution (9 papers) and Ethics and Social Impacts of AI (7 papers). Roel Dobbe is often cited by papers focused on Smart Grid Energy Management (11 papers), Optimal Power Flow Distribution (9 papers) and Ethics and Social Impacts of AI (7 papers). Roel Dobbe collaborates with scholars based in United States, Netherlands and United Kingdom. Roel Dobbe's co-authors include Duncan S. Callaway, Daniel Arnold, Claire J. Tomlin, David Fridovich-Keil, Alexandra von Meier, Bogdana Rakova, Kyle Brady, Stavros Karagiannopoulos, Patricia Hidalgo-Gonzalez and Gabriela Hug and has published in prestigious journals such as Scientific Reports, Automatica and Applied Energy.

In The Last Decade

Roel Dobbe

28 papers receiving 292 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Roel Dobbe United States	10	209	126	32	28	27	35	303
Abdulrahman Yarali United States	11	205 1.0×	71 0.6×	20 0.6×	3 0.1×	15 0.6×	24	316
Hengshuai Yao Canada	8	19 0.1×	33 0.3×	111 3.5×	11 0.4×	7 0.3×	19	192
Anushka Singh India	8	49 0.2×	10 0.1×	64 2.0×	19 0.7×	3 0.1×	25	237
Jorge Augusto Meira Luxembourg	6	183 0.9×	71 0.6×	98 3.1×	1 0.0×	13 0.5×	19	269
N. Fonseca Portugal	5	184 0.9×	83 0.7×	64 2.0×		21 0.8×	8	288
Mathieu Reymond Ireland	5	33 0.2×	23 0.2×	74 2.3×	9 0.3×	2 0.1×	7	198
Ankush Ghosh India	9	54 0.3×	22 0.2×	53 1.7×	2 0.1×	5 0.2×	47	258
Imre Lendák Serbia	8	77 0.4×	22 0.2×	53 1.7×	3 0.1×	4 0.1×	42	197
Ala’a M. Al-Momani Jordan	8	60 0.3×	23 0.2×	62 1.9×	2 0.1×	21 0.8×	24	167
Seungwan Seo South Korea	9	68 0.3×	25 0.2×	175 5.5×	3 0.1×	7 0.3×	19	316

Countries citing papers authored by Roel Dobbe

Since Specialization

Citations

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

Fields of papers citing papers by Roel Dobbe

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Roel Dobbe

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

All Works

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20 of 20 papers shown

Moes, Dirk Jan A. R., et al.. (2026). Can evolutionary therapy be applied in non-small cell lung cancer?. Scientific Reports. 16(1).

Yu, Nanpeng, Patricia Hidalgo-Gonzalez, Roel Dobbe, et al.. (2025). Data-driven control, optimization, and decision-making in active power distribution networks. Applied Energy. 397. 126253–126253. 3 indexed citations

Mollo, Dimitri Coelho, et al.. (2025). Helpful, harmless, honest? Sociotechnical limits of AI alignment and safety through Reinforcement Learning from Human Feedback. Ethics and Information Technology. 27(2). 28–28. 3 indexed citations

Lukszo, Zofia, et al.. (2025). Adapting to limited grid capacity: Perceptions of injustice emerging from grid congestion in the Netherlands. Energy Research & Social Science. 122. 103962–103962.

McNickle, Gordon G., et al.. (2025). Hyper Diversity, Species Richness, and Community Structure in ESS and Non-ESS Communities. Dynamic Games and Applications. 15(4). 1424–1444.

Zuiderwijk, Anneke, et al.. (2024). Integral system safety for machine learning in the public sector: An empirical account. Government Information Quarterly. 41(3). 101963–101963.

Lupetti, Maria Luce, et al.. (2024). Data sufficient products: speculative design explorations for sustainable digital futures. 188–200. 1 indexed citations

Lukszo, Zofia, et al.. (2024). A Review of Fairness Conceptualizations in Electrical Distribution Grid Congestion Management. 1–5.

Dobbe, Roel & Anouk H. G. Wolters. (2024). Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context. Minds and Machines. 34(2). 4 indexed citations

10.

Dobbe, Roel, et al.. (2024). Tracing Class and Capital in Critical AI Research. tripleC Communication Capitalism & Critique Open Access Journal for a Global Sustainable Information Society. 22(1). 307–328. 1 indexed citations

11.

Rakova, Bogdana & Roel Dobbe. (2023). Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits. 491–491. 21 indexed citations

12.

Dobbe, Roel, et al.. (2023). Diagnosing and Addressing Emergent Harms in the Design Process of Public AI and Algorithmic Systems. Lirias (KU Leuven). 679–681. 3 indexed citations

13.

Dobbe, Roel, et al.. (2022). Accountable AI for Healthcare IoT Systems. Lirias (KU Leuven). 20–28. 4 indexed citations

14.

Dobbe, Roel, et al.. (2019). Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems. IEEE Transactions on Smart Grid. 11(1). 884–894. 16 indexed citations

15.

Dobbe, Roel, et al.. (2019). Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning. IEEE Transactions on Smart Grid. 11(2). 1296–1306. 71 indexed citations

16.

Dobbe, Roel, et al.. (2018). Data-Driven Decentralized Optimal Power Flow.. arXiv (Cornell University). 12 indexed citations

17.

Dobbe, Roel, et al.. (2016). Real-time distribution grid state estimation with limited sensors and load forecasting. 1–10. 12 indexed citations

18.

Chang, Young Hwan, et al.. (2015). Reconstruction of Gene Regulatory Networks Based on Repairing Sparse Low-Rank Matrices. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 13(4). 767–777.

19.

Chang, Young Hwan, et al.. (2015). Retrieving common dynamics of gene regulatory networks under various perturbations. 2531–2536. 1 indexed citations

20.

Abate, Alessandro, Stéphane D. Vincent, Roel Dobbe, et al.. (2012). A Mathematical Model to Study the Dynamics of Epithelial Cellular Networks. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 9(6). 1607–1620. 7 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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