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2022

• Article
  M. W. J. van den Ende, S. Epskamp, M. H. Lees, H. L. J. van der Maas, R. W. Wiers, and P. M. A. Sloot. A review of mathematical modeling of addiction regarding both (neuro-) psychological processes and the social contagion perspectives. Addictive Behaviors .
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• Article
  V. R. Melnikov, G. I. Christopoulos, V. V. Krzhizhanovskaya, M. H. Lees, and P. M. A. Sloot. Behavioural thermal regulation explains pedestrian path choices in hot urban environments. Scientific Reports .
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• Article
  X. Zhou, A. Belloum, M. H. Lees, T. van Engers, and C. de Laat. Costly incentives design from an institutional perspective: cooperation, sustainability and affluence. Proceedings of the Royal Society A-Mathematical, Physical and Engineering Sciences .
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• Article
  P. Rutten, M. H. Lees, S. Klous, Hans Heesterbeek, and P. M. A. Sloot. Modelling the dynamic relationship between spread of infection and observed crowd movement patterns at large scale events. Scientific Reports .
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• Article
  E. P. N. Dignum, Efi Athieniti, W. R. Boterman, Andreas Flache, and M. H. Lees. Mechanisms for increased school segregation relative to residential segregation: a model-based analysis. Computers, Environment and Urban Systems .
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2021

• Article
  P. Rutten, M. H. Lees, S. Klous, and P. M. A. Sloot. Intermittent and persistent movement patterns of dance event visitors in large sporting venues. Physica A : Statistical Mechanics and its Applications .
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• Article
  J. Kwak, M. H. Lees, W. Cai, A. R. Pourghaderi, and M. E. H. Ong. Estimating horizontal movement performance of patient beds and the impact on emergency evacuation time. Safety Science .
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• Article
  S. V. Kovalchuk, V. V. Krzhizhanovskaya, M. Paszyński, G. Závodszky, M. H. Lees, J. Dongarra, and P. M. A. Sloot. 20 years of computational science: Selected papers from 2020 International Conference on Computational Science. Journal of Computational Science .
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• Article
  P. Rutten, M. H. Lees, S. Klous, and P. M. A. Sloot. State-space models reveal bursty movement behaviour of dance event visitors. EPJ Data Science .
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• Article
  J. van der Wal, C. D. van Borkulo, M. K. Deserno, J. J. F. Breedvelt, M. Lees, J. C. Lokman, D. Borsboom, D. Denys, R. J. van Holst, M. P. Smidt, K. Stronks, P. J. Lucassen, J. C. M. van Weert, P. M. A. Sloot, C. L. Bockting, and R. W. Wiers. Advancing urban mental health research: from complexity science to actionable targets for intervention. The Lancet. Psychiatry 8(11), pp. 991-1000.
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• Article
  V. Karbovskii, M. Lees, A. Presbitero, A. Kurilkin, D. Voloshin, I. Derevitskii, A. Karsakov, and P. M. A. Sloot. Ensemble learning for large-scale crowd flow prediction. Engineering Applications of Artificial Intelligence .
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• Article
  J. Nevin, M. Lees, and P. Groth. The non-linear impact of data handling on network diffusion models. Patterns .
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2020

• Article
  D. Roy, D. Bernal, and M. Lees. An exploratory factor analysis model for slum severity index in Mexico City. Urban Studies pp. 789-805.
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• Article
  V. R. Melnikov, V. V. Krzhizhanovskaya, M. H. Lees, and P. M. A. Sloot. The impact of pace of life on pedestrian heat stress: A computational modelling approach. Environmental Research .
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• Article
  D. Roy and M. Lees. Understanding resilience in slums using an agent-based model. Computers, Environment and Urban Systems .
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• Article
  P. J. S. Cardoso, J. M. F. Rodrigues, J. Monteiro, R. Lam, V. V. Krzhizhanovskaya, M. H. Lees, J. Dongarra, and P. M. A. Sloot. Computational Science in the Interconnected World: Selected papers from 2019 International Conference on Computational Science. Journal of Computational Science .
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• Article
  O. Severiukhina, S. Kesarev, K. Bochenina, A. Boukhanovsky, M. H. Lees, and P. M. A. Sloot. Large-scale forecasting of information spreading. Journal of Big Data .
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• Proceedings
  I. Derevitskii, N. Kogtikov, M. H. Lees, W. Cai, and M. E. H. Ong. Risk-based AED placement - Singapore case. In: Computational Science – ICCS 2020. pp. 577-590.
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• Proceedings
  J. Kwak, M. H. Lees, W. Cai, and M. E. H. Ong. Modeling helping behavior in emergency evacuations using volunteer’s dilemma game. In: Computational Science – ICCS 2020. pp. 513-523.
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• Article
  J. R. Helmus, M. H. Lees, and R. van den Hoed. A data driven typology of electric vehicle user types and charging sessions. Transportation Research. Part C, Emerging Technologies .
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2019

• Article
  E. Ranguelova, B. Weel, D. Roy, M. Kuffer, K. Pfeffer, and M. Lees. Image Based Classification of Slums, Built-Up and Non-Built-Up Areas in Kalyan and Bangalore, India. European Journal of Remote Sensing pp. 40-61.
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• Article
  S. V. Kovalchuk, V. V. Krzhizhanovskaya, Y. Shi, H. Fua, M. H. Lees, J. Dongarra, and P. M. A. Sloot. Science at the intersection of data, modelling, and computation. Journal of Computational Science pp. 117-119.
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• Article
  V. Karbovskii, O. Severiukhina, I. Derevitskii, D. Voloshin, A. Presbitero, and M. Lees. The impact of different obstacles on crowd dynamics. Journal of Computational Science .
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• Article
  I. Vermeulen, J. R. Helmus, M. Lees, and R. van den Hoed. Simulation of future electric vehicle charging behavior—effects of transition from PHEV to FEV. World Electric Vehicle Journal .
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• Article
  S. Georgievska, P. Rutten, J. Amoraal, E. Ranguelova, R. Bakhshi, B. L. de Vries, M. Lees, and S. Klous. Detecting high indoor crowd density with Wi-Fi localization: a statistical mechanics approach. Journal of Big Data .
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2018

• Article
  D. Roy, B. Palavalli, N. Menon, R. King, K. Pfeffer, M. Lees, and P. M. A. Sloot. Survey-based socio-economic data from slums in Bangalore, India. Scientific Data .
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• Article
  D. Roy, M. H. Lees, K. Pfeffer, and P. M. A. Sloot. Spatial segregation, inequality, and opportunity bias in the slums of Bengaluru. Cities : The International Journal of Urban Policy and Planning pp. 269-276.
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• Report
  J. Sandberg, R. Belleman, A. Visser, T. Abcouwer, and M. Lees. IvI Education vision.
  Abstract Citation
• Article
  S. V. Kovalchuk, V. V. Krzhizhanovskaya, P. Koumoutsakos, E. Chatzi, M. H. Lees, J. Dongarra, and P. M. A. Sloot. The art of computational science: Bridging gaps – forming alloys. Journal of Computational Science pp. 190-192.
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• Article
  T. M. Abuhay, S. V. Kovalchuk, K. Bochenina, G.-K. Mbogo, A. A. Visheratin, G. Kampis, V. V. Krzhizhanovskaya, and M. H. Lees. Analysis of publication activity of computational science society in 2001–2017 using topic modelling and graph theory. Journal of Computational Science pp. 193-204.
  Abstract Citation Links
• Article
  V. Melnikov, V. V. Krzhizhanovskaya, M. H. Lees, and P. M. A. Sloot. System dynamics of human body thermal regulation in outdoor environments. Building and Environment pp. 760-769.
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• Proceedings
  M. Glombek, J. R. Helmus, M. Lees, R. van den Hoed, and R. Quax. Vulnerability Of Charging Infrastructure, A Novel Approach For Improving Charging Station Deployment. In: Proceedings of 7th Transport Research Arena TRA 2018.
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2017

• Article
  D. Roy, M. H. Lees, K. Pfeffer, and P. M. A. Sloot. Modelling the impact of household life cycle on slums in Bangalore. Computers, Environment and Urban Systems pp. 275-287.
  Abstract Citation Links
• Article
  P. Koumoutsakos, E. Chatzi, V. V. Krzhizhanovskaya, M. Lees, J. Dongarra, and Peter M. A. Sloot. The Art of Computational Science, Bridging Gaps - Forming Alloys. Procedia Computer Science pp. 1-2.
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• Article
  T. M. Abuhay, S. V. Kovalchuk, K. O. Bochenina, G. Kampis, V. V. Krzhizhanovskaya, and M. H. Lees. Analysis of Computational Science Papers from ICCS 2001-2016 using Topic Modeling and Graph Theory. Procedia Computer Science pp. 7-17.
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• Article
  S. V. Kovalchuk, T. M. Abuhay, I. Altintas, M. L. Norman, M. H. Lees, V. V. Krzhizhanovskaya, J. Dongarra, and P. M. A. Sloot. Data through the Computational Lens. Journal of Computational Science pp. 81-84.
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• Article
  O. Severiukhina, D. Voloshin, M. H. Lees, and V. Karbovskii. The study of the influence of obstacles on crowd dynamics. Procedia Computer Science pp. 215-224.
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• Article
  L. Luo, H. Yin, W. Cai, J. Zhong, and M. Lees. Design and evaluation of a data-driven scenario generation framework for game-based training. IEEE Transactions on Computational Intelligence and AI in Games pp. 213-226.
  Abstract Citation Links
• Article
  Y. Xu, W. Cai, H. Aydt, M. Lees, and D. Zehe. Relaxing Synchronization in Parallel Agent-Based Road Traffic Simulation. ACM Transactions on Modeling and Computer Simulation .
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• Article
  J. Zhong, W. Cai, M. Lees, and L. Luo. Automatic model construction for the behavior of human crowds. Applied Soft Computing pp. 368-378.
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2016

• Article
  V. R. Melnikov, V. V. Krzhizhanovskaya, M. H. Lees, and A. V. Boukhanovsky. Data-driven Travel Demand Modelling and Agent-based Traffic Simulation in Amsterdam Urban Area. Procedia Computer Science pp. 2030-2041.
  Abstract Citation Links
• Article
  V. Viswanathan, M. Lees, and P. M. A. Sloot. The influence of memory on indoor environment exploration: A numerical study. Behavior Research Methods pp. 621-639.
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• Article
  I. Altintas, M. Norman, M. Lees, V. V. Krzhizhanovskaya, J. Dongarra, and P. M. A. Sloot. Data through the Computational Lens, Preface for ICCS 2016. Procedia Computer Science pp. 1-7.
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2015

• Article
  S. Koziel, L. Leifsson, M. Lees, V. V. Krzhizhanovskaya, J. Dongarra, and P. M. A. Sloot. Computational Science at the Gates of Nature, preface for ICCS 2015. Procedia Computer Science pp. 1-8.
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• Article
  S. Mei, B. Chen, Y. Zhu, M. H. Lees, A. V. Boukhanovsky, and P. M. A. Sloot. Simulating city-level airborne infectious diseases. Computers, Environment and Urban Systems pp. 97-105.
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• Article
  M. Wagner, W. Cai, M. Lees, and H. Aydt. Evolving agent-based models using self-adaptive complexification. Journal of Computational Science pp. 351-359.
  Abstract Citation Links
• Article
  D. Abramson, V. V. Krzhizhanovskaya, and M. Lees. Perspectives of the International Conference of Computational Science 2014. Journal of Computational Science pp. 247-248.
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• Article
  J. Zhong, N. Hu, W. Cai, M. Lees, and L. Luo. Density-based evolutionary framework for crowd model calibration. Journal of Computational Science pp. 11-22.
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• Article
  S. Litescu, V. Viswanathan, M. Lees, A. Knoll, and H. Aydt. Information impact on transportation systems. Journal of Computational Science pp. 88-93.
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• Article
  J. Borgdorff, H. Krishna, and M. H. Lees. SIM-CITY: An e-Science Framework for Urban Assisted Decision Support. Procedia Computer Science pp. 2327-2336.
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• Article
  S. Mei, N. Zarrabi, M. Lees, and P. M. A. Sloot. Complex agent networks: An emerging approach for modeling complex systems. Applied Soft Computing pp. 311-321.
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• Proceedings
  Y. Xu, W. Cai, H. Aydt, M. Lees, and D. Zehe. An Asynchronous Synchronization Strategy for Parallel Large-scale Agent-based Traffic Simulations. In: SIGSIM-PADS'15. pp. 259-269.
  Abstract Citation Links
• Article
  D. Pelzer, J. Xiao, D. Zehe, M. H. Lees, A. C. Knoll, and H. Aydt. A partition-based match making algorithm for dynamic ridesharing. IEEE Transactions on Intelligent Transportation Systems pp. 2587-2598.
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• Article
  L. Luo, W. Cai, S. Zhou, M. Lees, and H. Yin. A review of interactive narrative systems and technologies. Simulation pp. 126-147.
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2014

• Proceedings
  D. Abramson, M. H. Lees, V. V. Krzhizhanovskaya, J. J. Dongarra, and P. M. A. Sloot. Proceedings of the International Conference on Computational Science, ICCS 2014. Procedia Computer Science 29.
  Citation Links
• Proceedings
  Y. Xu, W. Cai, H. Aydt, and M. Lees. Efficient graph-based dynamic load-balancing for parallel large-scale agent-based traffic simulation. In: Proceedings of the 2014 Winter Simulation Conference: exploring big data through simulation: December 7-10, 2014, Westin Savannah Harbor Resort, Savannah, GA. pp. 3483-3494.
  Abstract Citation Links
• Proceedings
  J. Zhong, L. Luo, W. Cai, and M. Lees. Automatic Rule Identification for Agent-Based Crowd Models Through Gene Expression Programming. In: AAMAS '14: proceedings of the 2014 International Conference on Autonomous Agents & Multiagent Systems. pp. 1125-1132.
  Abstract Citation Links
• Article
  W. Duan, R. Quax, M. Lees, X. Qiu, and P. M. A. Sloot. Topology dependent epidemic spreading velocity in weighted networks. Journal of Statistical Mechanics : Theory and Experiment .
  Abstract Citation Links
• Article
  V. Viswanathan, C. E. Lee, M. H. Lees, S. A. Cheong, and P. M. A. Sloot. Quantitative Comparison Between Crowd Models for Evacuation Planning and Evaluation. The European Physical Journal B. Condensed Matter Physics .
  Abstract Citation Links
• Article
  M. Wagner, W. Cai, M. H. Lees, and H. Aydt. Evolving Agent-based Models Using Complexification Approach. Procedia Computer Science pp. 310-321.
  Abstract Citation Links
• Article
  D. Abramson, M. Lees, V. V. Krzhizhanovskaya, J. Dongarra, and P. M. A. Sloot. Big Data Meets Computational Science: preface for ICCS 2014. Procedia Computer Science pp. 1-7.
  Citation Links
• Proceedings
  A. S. Mordvintsev, V. V. Krzhizhanovskaya, M. H. Lees, and P. M. A. Sloot. Simulation of City Evacuation Coupled to Flood Dynamics. In: Pedestrian and Evacuation Dynamics 2012. pp. 485-499.
  Abstract Citation Links
• Proceedings
  H. Aydt, M. H. Lees, S. J. Turner, and W. Cai. Toward Simulation-Based Egress Optimization in Smart Buildings Using Symbiotic Simulation. In: Pedestrian and Evacuation Dynamics 2012. pp. 987-999.
  Abstract Citation Links
• Article
  Y. H. A. Teo, V. Viswanathan, M. Lees, and W. Cai. Analysing the Effectiveness of Wearable Wireless Sensors in Controlling Crowd Disasters. Procedia Computer Science pp. 1590-1599.
  Abstract Citation Links
• Article
  D. Roy, M. H. Lees, B. Palavalli, K. Pfeffer, and P. M. A. Sloot. The emergence of slums: A contemporary view on simulation models. Environmental Modelling & Software pp. 76-90.
  Abstract Citation Links
• Proceedings
  J. Zhong, W. Cai, L. Luo, and M. Lees. EA-based evacuation planning using agent-based crowd simulation. In: Proceedings of the 2014 Winter Simulation Conference: exploring big data through simulation: December 7-10, 2014, Westin Savannah Harbor Resort, Savannah, GA. pp. 395-406.
  Abstract Citation Links

2013

• Proceedings
  V. Alexandrov, M. Lees, V. Krzhizhanovskaya, J. Dongarra, and P. M. A. Sloot. Proceedings of the International Conference on Computational Science, ICCS 2013. Procedia Computer Science 18.
  Citation Links
• Article
  V. Alexandrov, M. Lees, V. Krzhizhanovskaya, J. Dongarra, and P. M. A. Sloot. Computation at the Frontiers of Science, preface for ICCS 2013. Procedia Computer Science pp. 1-9.
  Citation Links
• Article
  A. Adamatzky, M. Lees, and P. Sloot. Bio-development of motorway networks in the Netherlands: a slime mould approach. Advances in Complex Systems .
  Abstract Citation Links
• Proceedings
  H. Aydt, Y. Xu, M. Lees, and A. Knoll. A Multi-threaded Execution Model for the Agent-based SEMSim Traffic Simulation. In: AsiaSim 2013. pp. 1-12.
  Abstract Citation Links
• Proceedings
  N. Hu, M. H. Lees, and S. Zhou. A pattern-based modeling framework for simulating human-like pedestrian steering behaviors. In: VRST 2013 : proceedings. pp. 179-188.
  Abstract Citation Links
• Chapter
  Vaisagh Viswanathan and Michael Lees. Modeling and analyzing the human cognitive limits for perception in crowd simulation. In: Transactions on Computational Science XVII. pp. 51-72.
  Abstract Citation Links
• Proceedings
  M. Wagner, W. Cai, and M. H. Lees. Emergence by strategy: Flocking boids and their fitness in relation to model complexity. In: Proceedings of the 2013 Winter Simulation Conference. pp. 1479-1490.
  Abstract Citation Links
• Proceedings
  J. Xiao, H. Aydt, M. Lees, and A. Knoll. A partition based match making algorithm for taxi sharing. In: 2013 16th International IEEE Conference on Intelligent Transportation Systems - (ITSC). pp. 2393-2400.
  Abstract Citation Links
• Article
  L. Luo, H. Yin, W. Cai, M. Lees, and S. Zhou. Interactive scenario generation for mission-based virtual training. Computer Animation and Virtual Worlds pp. 345-354.
  Abstract Citation Links

2012

• Chapter
  A. Adamatzky, M. Lees, and P. M. A. Sloot. Physarum in the Netherlands: responding to the flood. In: Bioevaluation of world transport networks. pp. 213-234.
  Citation Links
• Proceedings
  A. Mordvintsev, V. Krzhizhanovskaya, M. Lees, and P. Sloot. Simulation of city evacuation coupled to flood dynamics. In: PED 2012: accompanying booklet: abstracts of all presentations and posters: 6th International Conference on Pedestrian and Evacuation Dynamics. pp. [156-158].
  Citation
• Article
  H. Ali, Y. Shi, D. Khazanchi, M. Lees, G. D. van Albada, J. Dongarra, and P. M. A. Sloot. Empowering Science through Computing, preface for ICCS 2012. Procedia Computer Science pp. 1-6.
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2003

• Proceedings
  Michael Lees, Brian Logan, Georgios Theodoropoulos, and David Al-Dabass. Adaptive Optimistic Synchronisation for Multi-Agent Simulation. In: Proceedings of the 17th European Simulation Multiconference. pp. 77-82.
  Citation
• Proceedings
  Michael Lees, Brian Logan, Ton Oguara, and Georgios Theodoropoulos. Simulating Agent-Based Systems with HLA: The case of SIM_AGENT - Part II. In: Proceedings of the 2003 European Simulation Interoperability Workshop.
  Citation

2002

• Proceedings
  Michael Lees, Brian Logan, and Georgios Theodoropoulos. Simulating Agent-Based Systems with HLA: The case of SIM\_AGENT. In: Proceedings of the 2002 European Simulation Interoperability Workshop. pp. 285-293.
  Citation

2000

• Article
  A. Schoneveld, P. M. A. Sloot, M. Lees, and E. Karyadi. A Framework for Dynamic Load Balancing: A Case Study on Explosive Containment Simulation. Parallel Computing pp. 737-751.
  Citation Links

1999

• Proceedings
  A. Schoneveld, M. Lees, E. Karyadi, and P. M. A. Sloot. Dynamic Load Balancing in Parallel Finite Element Simulations. In: High-Performance Computing and Networking (HPCN Europe '99), Amsterdam, The Netherlands. ISBN 978-3-540-65821-4. Lecture Notes in Computer Science pp. 409-419.
  Citation
• Proceedings
  A. Schoneveld, M. Lees, E. Karyadi, and P. M. A. Sloot. Dynamic load balancing in parallel finite element simulations. In: Proceedings of the fifth annual conference of the Advanced School for Computing and Imaging ASCI. pp. 429-434.
  Citation
• Article
  A. Schoneveld, M. Lees, and E. Karyadi. Dynamic load balancing in parallel finite element simulations. Lecture Notes in Computer Science pp. 409-419.
  Citation