Mohammed Abouheaf

1.4k total citations
66 papers, 977 citations indexed

About

Mohammed Abouheaf is a scholar working on Computational Theory and Mathematics, Control and Systems Engineering and Artificial Intelligence. According to data from OpenAlex, Mohammed Abouheaf has authored 66 papers receiving a total of 977 indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Computational Theory and Mathematics, 25 papers in Control and Systems Engineering and 24 papers in Artificial Intelligence. Recurrent topics in Mohammed Abouheaf's work include Adaptive Dynamic Programming Control (34 papers), Reinforcement Learning in Robotics (19 papers) and Distributed Control Multi-Agent Systems (14 papers). Mohammed Abouheaf is often cited by papers focused on Adaptive Dynamic Programming Control (34 papers), Reinforcement Learning in Robotics (19 papers) and Distributed Control Multi-Agent Systems (14 papers). Mohammed Abouheaf collaborates with scholars based in Canada, United States and Saudi Arabia. Mohammed Abouheaf's co-authors include Frank L. Lewis, Magdi S. Mahmoud, Wail Gueaieb, Sofie Haesaert, Kyriakos G. Vamvoudakis, Robert Babuška, Nabil Nahas, Adel M. Sharaf, Sallam A. Kouritem and Dariusz Mikulski and has published in prestigious journals such as IEEE Transactions on Automatic Control, Journal of Cleaner Production and Automatica.

In The Last Decade

Mohammed Abouheaf

61 papers receiving 948 citations

Peers

Mohammed Abouheaf
Hanguang Su China
Ali Karimpour Iran
Yue Long China
Yongfeng Lv China
Yan Zhao China
Salim Labiod Algeria
Najib Essounbouli France
Ahmed El Hajjaji France
Hanguang Su China
Mohammed Abouheaf
Citations per year, relative to Mohammed Abouheaf Mohammed Abouheaf (= 1×) peers Hanguang Su

Countries citing papers authored by Mohammed Abouheaf

Since Specialization
Citations

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

Fields of papers citing papers by Mohammed Abouheaf

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mohammed Abouheaf

This figure shows the co-authorship network connecting the top 25 collaborators of Mohammed Abouheaf. A scholar is included among the top collaborators of Mohammed Abouheaf 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 Mohammed Abouheaf. Mohammed Abouheaf 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.
Javed, Ali, et al.. (2024). Feature Concatenation-Based Deep Learning Method for Multiclass Wound Classification. 1–5. 2 indexed citations
2.
3.
Nemitallah, Medhat A., Maad Alowaifeer, Fahad Alzahrani, et al.. (2023). Artificial intelligence for control and optimization of boilers’ performance and emissions: A review. Journal of Cleaner Production. 417. 138109–138109. 40 indexed citations
4.
5.
Abouheaf, Mohammed, et al.. (2023). Real-time measurement-driven reinforcement learning control approach for uncertain nonlinear systems. Engineering Applications of Artificial Intelligence. 122. 106029–106029. 11 indexed citations
6.
Abouheaf, Mohammed, et al.. (2023). An Online Model-Following Projection Mechanism Using Reinforcement Learning. IEEE Transactions on Automatic Control. 68(11). 6959–6966.
7.
Abouheaf, Mohammed, et al.. (2023). Model-Free Force Control of Cable-Driven Parallel Manipulators for Weight-Shift Aircraft Actuation. IEEE Transactions on Instrumentation and Measurement. 73. 1–8. 4 indexed citations
8.
Nourelfath, Mustapha, et al.. (2022). Optimized Buffer Allocation and Repair Strategies for Series Production Lines. International Journal of Industrial Engineering and Management. 13(4). 239–249. 3 indexed citations
9.
Miah, Suruz, et al.. (2020). Model-Free Reinforcement Learning Approach for Leader-Follower Formation Using Nonholonomic Mobile Robots. The Florida AI Research Society. 3 indexed citations
10.
Abouheaf, Mohammed, Magdi S. Mahmoud, & Wail Gueaieb. (2020). Integral reinforcement learning solutions for a synchronisation system with constrained policies. IET Control Theory and Applications. 14(12). 1599–1611. 1 indexed citations
11.
Abouheaf, Mohammed & Wail Gueaieb. (2019). Multi-Agent Synchronization Using Online Model-Free Action Dependent Dual Heuristic Dynamic Programming Approach. 7. 2195–2201. 5 indexed citations
12.
Abouheaf, Mohammed, Wail Gueaieb, & Davide Spinello. (2019). Online Multi-Objective Model-Independent Adaptive Tracking Mechanism for Dynamical Systems. Robotics. 8(4). 82–82. 3 indexed citations
13.
Abouheaf, Mohammed, Frank L. Lewis, & Magdi S. Mahmoud. (2018). Action Dependent Dual Heuristic Programming Solution for the Dynamic Graphical Games. 2741–2746. 2 indexed citations
14.
Abouheaf, Mohammed & Wail Gueaieb. (2017). Flocking motion control for a system of nonholonomic vehicles. uO Research (University of Ottawa). 32–37. 3 indexed citations
15.
Mahmoud, Magdi S., et al.. (2017). Adaptive intelligent techniques for microgrid control systems: A survey. International Journal of Electrical Power & Energy Systems. 90. 292–305. 114 indexed citations
16.
Mahmoud, Magdi S., et al.. (2017). Adaptive critics based cooperative control scheme for islanded Microgrids. Neurocomputing. 272. 532–541. 12 indexed citations
17.
Abouheaf, Mohammed & Magdi S. Mahmoud. (2017). Policy iteration and coupled Riccati solutions for dynamic graphical games. PolyPublie (École Polytechnique de Montréal). 1(2). 143–143. 8 indexed citations
18.
Abouheaf, Mohammed, et al.. (2015). A Novel Approach to Control of Autonomous Microgrid Systems. 125–136. 6 indexed citations
19.
Abouheaf, Mohammed & Frank L. Lewis. (2014). Dynamic graphical games: Online adaptive learning solutions using approximate dynamic programming. 11 indexed citations
20.
Binetti, Giulio, Mohammed Abouheaf, Frank L. Lewis, et al.. (2013). Distributed solution for the economic dispatch problem. 243–250. 24 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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