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Summary

I am a Lecturer in the Department of Computer Science at Brunel University London. I am a member the Modelling & Simulation Group and the Computer Science for Social Good research groups. My​​ research concentrates on agent-based modelling, forced displacement prediction, and verification, validation and uncertainty quantification (VVUQ) of multiscale applications deployed on emerging exascale platforms. I worked as a Research Fellow in Multiscale Migration Prediction for the Horizon 2020 projects, namely Verified Exascale Computing for Multiscale Applications (VECMA), HPC and Big Data Technologies for Global Systems (HiDALGO) and IT tools and methods for managing migration FLOWS (ITFLOWS). Currently, I am a Knowledge Exchange coordinator for the Software Environment for Actionable and VVUQ-evaluated Applications (SEAVEA), which aims to develop an exascale-ready toolkit for VVUQ techniques in application to various domains.

Qualifications

  • PhD in Computer Science "Predicting Forced Displacement using a Generalised and Automated Agent-based Simulation", Brunel University London.
  • MSc in Information Systems Management, Brunel University London.
  • BA in Business Economics, Durham University.

Responsibility

Currently, I am the module leader for a second-year CS2007 ICTs in Society module. It is a core module for the Business Computing degree. Moreover, I am a tutor for first-year undergraduate students (CS1701 Group Project Lectures and Tutorials module). I also supervise the CS3072-CS3605 Final year projects and MSc dissertations (CS5500) in Computer Science.

Newest selected publications

Xue, Y., Li, M., Arabnejad, H., Suleimenova, D., Jahani, A., Geiger, BC., et al. (2024) 'Many-Objective Simulation Optimization for Camp Location Problems in Humanitarian Logistics'. International Journal of Network Dynamics and Intelligence, 13 (3). pp. 1 - 14.Open Access Link

Journal article

Harbach, LM., Groen, D., Jahani, A., Suleimenova, D., Ghorbani, M. and Xue, Y. (2024) 'A Conceptual Approach to Agent-Based Modelling of Coping Mechanisms in Climate-Driven Flooding in Bangladesh', in Franco, L., de Mulatier, C., Paszynski, M., Krzhizhanovskaya, VV., Dongarra, JJ. and Sloot, PMA. (eds.) Computational Science – ICCS 2024. ICCS 2024. Cham : Springer Nature. , 14836 LNCS. pp. 421 - 428. ISBN 10: 3-031-63759-3. ISBN 13: 978-3-031-63774-2. Open Access Link

Book chapter

Ghorbani, M., Suleimenova, D., Jahani, A., Saha, A., Xue, Y., Mintram, K., et al. (2024) 'Flee 3: Flexible agent-based simulation for forced migration'. Journal of Computational Science, 81. pp. 1 - 14. ISSN: 1877-7503 Open Access Link

Journal article

Saha, A., Ghorbani, M., Suleimenova, D., Anagnostou, A. and Groen, D. (2023) 'Impact of geography on the importance of parameters in infectious disease models'. Scientific Reports. ISSN: 2045-2322

Journal article

Groen, D., Suleimenova, D., Jahani, A. and Xue, Y. (2023) 'Facilitating simulation development for global challenge response and anticipation in a timely way'. Journal of Computational Science, 72. pp. 1 - 11. ISSN: 1877-7503 Open Access Link

Journal article
More publications

Brunel University London
Kingston Lane
Uxbridge
Middlesex UB8 3PH

Tel: +44 (0)1895 274000

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