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Publications
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2022 #

  • Yani Xue, Miqing Li, Hamid Arabnejad, Diana Suleimenova, Bernhard C. Geiger, Alireza Jahani and Derek Groen Multiobjective Simulation Optimization for Camp Location Problem in Humanitarian Logistics Proc. Intl. Conference on Computational Science (ICCS'22)

  • Gregor Bankhamer, Petra Berenbrink, Felix Biermeier, Robert Elsässer, Hamed Hosseinpour, Dominik Kaaser, and Peter Kling Fast Consensus via the Unconstrained Undecided State Dynamics Proc. ACM-SIAM Symposium on Discrete Algorithms (SODA'22)

  • Christoph Schweimer, Christine Gfrerer, Florian Lugstein, David Pape, Jan Velimsky, Robert Elsässer and Bernhard C. Geiger Generating simple directed social network graphs for information spreading Proc. ACM Web Conference (WWW'22)

  • Mario Lovrić, Mario Antunović, Iva Šunić, Matej Vuković, Simonas Kecorius, Mark Kröll, Ivan Bešlić, Iva Šimić and Gordana Pehnec Insignificant changes in particulate matter concentrations during the COVID-19 lockdown Proc. Intl. Conference on Environmental Pollution, Treatment and Protection (ICEPTP'22)

  • Diana Suleimenova, William Low and Derek Groen An agent-based forced displacement simulation: A case study of the Tigray crisis Proc. Intl. Conference on Computational Science (ICCS'22)

  • Sophie Steger, Bernhard C. Geiger and Marek Smieja Semi-Supervised Clustering via Information-Theoretic Markov Chain Aggregation Proc. ACM Symp. on Applied Computing (SAC'22)

  • Christian Toth, Denis Helic and Bernhard C. Geiger
    Synwalk: Community Detection via Random Walk Modelling
    Data Mining and Knowledge Discovery

  • Gregor Bankhamer, Robert Elsässer and Stefan Schmid
    Local Fast Rerouting with Low Congestion: A Randomized Approach
    IEEE/ACM Transactions on Networking

  • Derek Groen Parallelized agent-based modelling in Python: simulations in migration and COVID-19 The EuroHPC Summit Week 2022

2021 #

2020 #

  • Jan Velimsky, Christoph Schweimer, Christine Gfrerer Message spread on Social Media. Comparing the FPÖ and NEOS during the election campaign of the 2019 Austrian National Council Elections Tag der Politikwissenschaft 2020

  • Dimitrios Tsoumakos, Ioannis Giannakopoulos Content-based Analytics: Moving Beyond Data Size 6th IEEE International Conference on Big Data Computing Service and Machine Learning Applications

  • Gregor Bankhamer, Robert Elsässer, Dominik Kaaser, and Matjaž Krnc Positive Aging Admits Fast Asynchronous Plurality Consensus Proc. of the 39th ACM Symposium on Principles of Distributed Computing (PODC'20)

  • Sergiy Gogolenko, Derek Groen, Diana Suleimenova, Imran Mahmood, Marcin Lawenda, F. Javier Nieto De Santos, John Hanley, Milana Vuckovic, Mark Kroell, Bernhard Geiger, Robert Elsässer, Dennis Hoppe Towards Accurate Simulation of Global Challenges on Data Centers Infrastructures via Coupling of Models and Data Sources Proceedings of the International Conference on Computational Science (ICCS'20)

  • Iva Šimića, Mario Lovrić, Ranka Godeca, Mark Kröll, Ivan Bešlića
    Applying machine learning methods to better understand, model and estimate mass concentrations of traffic-related pollutants at a typical street canyon
    Environmental Pollution

  • Diana Suleimenova and Derek Groen
    How Policy Decisions Affect Refugee Journeys in South Sudan: A Study Using Automated Ensemble Simulations
    Journal of Artificial Societies and Social Simulation 23 (1) 2020

  • Mahmood, I, Arabnejad, H, Suleimenova, D, Sassoon, I, Marshan, A, Serrano, A, Louvieris, P, Anagnostou, A, Taylor, S, Bell, D, Groen, D
    FACS: A geospatial agent-based simulator for analyzing COVID-19 spread and public health measures on local region
    Journal of Simulation

  • Stephan Siemen, Baudouin Raoult, Iain Russel, Sylvie Lamy-Thépaut, Milana Vuckovic, Manuel Martins, Carlos Valiente Training users of weather and climate data through Jupyter Notebooks JupyterCon 2020

  • Milana Vuckovic, John Hanley Building cloud-based data services to enable earth-science workflows across HPC centres Using ECMWF’s Forecasts (UEF2020)

  • Mark Kroell HPC and Big Data Technologies for Global Systems AI - Know - World AI Congress for AI Enthusiasts

  • Christian Toth Synthesizing Infomap – A Kullback-Leibler Divergence-Based Approach To Community Detection Master thesis, KNOW (TU Graz) 2020

  • Diana Suleimenova PREDICTING FORCED DISPLACEMENT USING A GENERALISED AND AUTOMATED AGENT-BASED SIMULATION PhD thesis, Brunel University London 2020

  • Florian Lugstein Graph Analyzer Tool Bachelor thesis, PLUS 2020

2019 #

  • Derek Groen, David Bell, Hamid Arabnejad, Diana Suleimenova, Simon J. E. Taylor, Anastasia Anagnostou Towards Modelling the Effect of Evolving Violence on Forced Migration Winter Simulation Conference 2019

  • David Bell and Derek Groen, Navonil Mustafee, Jonathan Ozik, and Steffen Strassburger Hybrid Simulation Development – Is It Just Analytics? Winter Simulation Conference 2019

  • Christian V. Campos, Diana Suleimenova, Derek Groen A Coupled Food Security and Refugee Movement Model for the South Sudan Conflict Proceedings of the International Conference on Computational Science (ICCS'19)

  • Stephan Siemen, Milana Vuckovic, John Hanley, James Hawkes, Tiago Quintino HiDALGO - Developing Cloud-based Data Services to enable Earth-Science Workflows across HPC Centres AGU Fall Meeting 2019

  • Horváth Z., Liszkai B., Kovács A., Budai T., Tóth C. Easy-to-use modelling tool for urban air pollution with very high resolution HPC simulations EU Conference on Modelling for Policy Support

  • Milana Vuckovic, John Hanley, Stephan Siemen, James Hawkes, Tiago Quintino, Florian Pappenberger Delivering ECMWF Data and Services via the Cloud within HiDALGO The EMS Annual Meeting: European Conference for Applied Meteorology and Climatology 2019

  • Christoph Schweimer, Bernhard C. Geiger, Diana Suleimenova, Derek Groen, Christine Gfrerer, David Pape, Robert Elsässer, Tihamer Albert Kocsis, Bence Liszkai, Zoltán Horváth Model Reduction in HiDALGO – Initial Plans and Ideas 4th Workshop on Model Reduction of Complex Dynamical Systems (MODRED 2019)

  • Martin Maritsch, Diana Suleimenova, Bernhard C. Geiger, Derek Groen AI-Support for large-scale refugee movement simulations Computing Systems Week (CSW)

  • Derek Groen, Diana Suleimenova A Coupled Food Security and Refugee Movement Model for the South Sudan Conflict ICCS