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PhD oral defence successfully completed
On 19 July 2024 I successfully defended my doctoral thesis,
Routing Optimization for Transport and Sustainability,
at the University of Tübingen / Max Planck Institute for Intelligent Systems.
Paper accepted in Physical Review Letters
Our manuscript “Optimal Transport with Constraints: From Mirror Descent to Classical Mechanics” has been accepted for publication in Physical Review Letters.
Helmholtz Visiting Researcher Grant awarded
I have received a Helmholtz Visiting Researcher Grant to collaborate with GFZ Potsdam on data‑driven geophysical models. The visit is scheduled for May - July 2024.
portfolio
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publications
Direct and indirect transmission of typhoid fever model with optimal control
Published in Results in Physics, 2019
Recommended citation: Peter, O. J., Ibrahim, M. O., Edogbanya, H. O., Oguntolu, F. A., Oshinubi, K., Ibrahim, A. A., ... & Lawal, J. O. (2021). Direct and indirect transmission of typhoid fever model with optimal control. Results in Physics, 27, 104463.
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Mathematical model of COVID-19 in Nigeria with optimal control
Published in Results in Physics, 2019
Recommended citation: Abioye, A. I., Peter, O. J., Ogunseye, H. A., Oguntolu, F. A., Oshinubi, K., Ibrahim, A. A., & Khan, I. (2021). Mathematical model of COVID-19 in Nigeria with optimal control. Results in Physics, 28, 104598.
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Third wave of COVID-19: mathematical model with optimal control strategy for reducing the disease burden in Nigeria
Published in International Journal of Dynamics and Control, 2019
Recommended citation: Omede, B. I., Odionyenma, U. B., Ibrahim, A. A., & Bolaji, B. (2023). Third wave of COVID-19: mathematical model with optimal control strategy for reducing the disease burden in Nigeria. International Journal of Dynamics and Control, 11(1), 411-427.
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A Comparative Analysis of the Travelling Salesman Problem: Exact and Machine Learning Techniques
Published in Open J. of Disc. Appl. Math., 2019
Recommended citation: J. Ishaya, A. Ibrahim, and N. Lo. (2019). A Comparative Analysis of the Travelling Salesman Problem: Exact and Machine Learning Techniques. Open Journal of Discrete Applied Mathematics, 2(3), 23-37.
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Comparison of the CatBoost classifier with other machine learning methods
Published in Open J. of Disc. Appl. Math., 2020
Recommended citation: Ibrahim, A. A., Ridwan, R. L., Muhammed, M. M., Abdulaziz, R. O., & Saheed, G. A. (2020). Comparison of the CatBoost classifier with other machine learning methods. Int’l. Journal of Advanced Computer Science and Applications, 11(11).
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Capacitated vehicle routing problem with column generation and reinforcement learning techniques
Published in Open J. of Disc. Appl. Math., 2020
Recommended citation: Ibrahim, A., Ishaya, J., Lo, N., & Abdulaziz, R. (2020). Capacitated vehicle routing problem with column generation and reinforcement learning techniques. Open J. of Disc. Appl. Math., 3(1), 41-54.
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Optimal Transport in Multilayer Networks for Traffic Flow Optimization
Published in Algorithms, 2021
Recommended citation: Ibrahim, A. A., Lonardi, A., & Bacco, C. D. (2021). Optimal transport in multilayer networks for traffic flow optimization. Algorithms, 14(7), 189.
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Sustainable optimal transport in multilayer networks
Published in Physical Review E, 2022
Recommended citation: Ibrahim, A. A., Leite, D., & De Bacco, C. (2022). Sustainable optimal transport in multilayer networks. Physical Review E, 105(6), 064302.
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Community detection in networks by dynamical optimal transport formulation
Published in Scientific Reports, 2022
Recommended citation: Leite, D., Baptista, D., Ibrahim, A. A., Facca, E., & De Bacco, C. (2022). Community detection in networks by dynamical optimal transport formulation. Scientific Reports, 12(1), 16811.
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Optimal transport with constraints: from mirror descent to classical mechanics
Published in Physical Review Letters, 2024
Recommended citation: Ibrahim, A. A., Muehlebach, M., & De Bacco, C. (2024). Optimal transport with constraints: from mirror descent to classical mechanics. Physical Review Letters, 133(5), 057401.
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talks
teaching
Department of Mathematics, University of Benin
Undergraduate course, University of Benin, 2016
- Year 2 — Tutor, Elementary algebra and analysis
Department of Mathematics, Baze University Abuja
Undergraduate course, Baze University, 2019
- Foundation — Lecturer, Foundation mathematics
- Year 1 — Lecturer, Basic mathematics for science and Basic mathematics for social science
- Year 2 — Lecturer, Engineering mathematics I and Engineering mathematics II
- Year 2 — Lecturer, Numerical analysis
- Year 2 — Lecturer, Statistics for computing and applied sciences
- Year 3 — Lecturer, Biostatistics
University of Tuebingen
Graduate course, University of Tuebingen, 2021
- MSc — Tutor, Advanced Probabilistic Machine Learning and Applications