Publications

2022

P

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

 

C

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)

 

C

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)

 

C

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)

 

J

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

 

C

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)

 

C

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)

 

C

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)

 

J

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

 

2021

J

Francisco Javier Nieto, Unai Aguilera, and Diego López-de-Ipiña
Analyzing Particularities of Sensor Datasets for Supporting Data Understanding and Preparation Sensors
Sensors 2021

 

J

Christoph Schweimer, Bernhard C. Geiger, Meizhu Wang, Sergiy Gogolenko, Imran Mahmood, Alireza Jahani, Diana Suleimenovab, Derek Groen
A route pruning algorithm for an automated geographic location graph construction
Scientific Reports

 

C

Bernhard C. Geiger and Ali Al-Bashabsheh
On Functions of Markov Random Fields
Proc. IEEE Information Theory Workshop (ITW), 316-320

 

C

lireza Jahani, Hamid Arabnejad, Diana Suleimanova, Milana Vuckovic, Imran Mahmood, and Derek Groen
Towards a coupled migration and weather simulation: South Sudan conflict
Proc. Intl. Conference on Computational Science (ICCS'21)

 

C

Bernhard C. Geiger
On Minimum Spanning Trees and the Inference of Message Cascades
Book of Abstracts Intl. Conference on Complex Networks & Their Applications

 

J

Diana Suleimenova, Hamid Arabnejad, Wouter Edeling, and Derek Groen
Sensitivity-driven simulation development: A case study in forced migration
Phil. Trans. R. Soc. A.

 

2020

C

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

 

P

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

 

C

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)

 

C

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

 

C

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)

 

Conferences

2022

C

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)

 

C

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)

 

C

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)

 

C

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)

 

C

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)

 

C

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)

 

2021

C

Bernhard C. Geiger and Ali Al-Bashabsheh
On Functions of Markov Random Fields
Proc. IEEE Information Theory Workshop (ITW), 316-320

 

C

Bernhard C. Geiger
On Minimum Spanning Trees and the Inference of Message Cascades
Book of Abstracts Intl. Conference on Complex Networks & Their Applications

 

C

lireza Jahani, Hamid Arabnejad, Diana Suleimanova, Milana Vuckovic, Imran Mahmood, and Derek Groen
Towards a coupled migration and weather simulation: South Sudan conflict
Proc. Intl. Conference on Computational Science (ICCS'21)

 

2020

C

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

 

C

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

 

C

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)

 

C

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)

 

2019

C

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

 

C

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

 

C

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)

 

Posters

2022

P

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

 

2020

P

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

 

P

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

 

P

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

 

2019

P

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

 

P

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

 

P

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

 

P

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)

 

P

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

 

P

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

 

Theses

2020

T

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

 

T

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

 

T

Florian Lugstein
Graph Analyzer Tool
Bachelor thesis, PLUS 2020

 

2022

J

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

 

J

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

 

2021

J

Francisco Javier Nieto, Unai Aguilera, and Diego López-de-Ipiña
Analyzing Particularities of Sensor Datasets for Supporting Data Understanding and Preparation Sensors
Sensors 2021

 

J

Christoph Schweimer, Bernhard C. Geiger, Meizhu Wang, Sergiy Gogolenko, Imran Mahmood, Alireza Jahani, Diana Suleimenovab, Derek Groen
A route pruning algorithm for an automated geographic location graph construction
Scientific Reports

 

J

Diana Suleimenova, Hamid Arabnejad, Wouter Edeling, and Derek Groen
Sensitivity-driven simulation development: A case study in forced migration
Phil. Trans. R. Soc. A.

 

2020

J

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

 

J

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

 

J

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