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Romain Reuillon, Mathieu Leclaire, Sebastien Rey-Coyrehourcq, OpenMOLE, a workflow engine specifically tailored for the distributed exploration of simulation models published in Future Generation Computer Systems, 2013BibTex
Publications
Reuillon, R., Leclaire, M., & Rey-Coyrehourcq, S. (2013). OpenMOLE, a workflow engine specifically tailored for the distributed exploration of simulation models. Future Generation Computer Systems, 29(8), 1981–1990. https://doi.org/http://dx.doi.org/10.1016/j.future.2013.05.003
Cottineau, C., Chapron, P., & Reuillon, R. (2015). Growing Models from the Bottom Up. an Evaluation-Based Incremental Modelling Method (EBIMM) Applied to the Simulation of Systems of Cities. Journal of Artificial Societies and Social Simulation, 18(4). https://doi.org/10.18564/jasss.2828
Chérel, G., Cottineau, C., & Reuillon, R. (2015). Beyond Corroboration: Strengthening Model Validation by Looking for Unexpected Patterns. PLOS ONE, 10(9), e0138212. https://doi.org/10.1371/journal.pone.0138212
Alvarez, I., Aldama, R. D., Martin, S., & Reuillon, R. (2013). Assessing the Resilience of Socio-ecosystems: Coupling Viability Theory and Active Learning with Kd-trees. Application to Bilingual Societies. Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence, 2776–2782.
Passerat-Palmbach, J., Reuillon, R., Mazel, C., & Hill, D. R. C. (2013). Prototyping parallel simulations on manycore architectures using Scala: A case study. High Performance Computing and Simulation (HPCS), 2013 International Conference, 405–412. https://doi.org/10.1109/HPCSim.2013.6641447
Passerat-Palmbach, J., Caux, J., Le Pennec, Y., Reuillon, R., Junier, I., Kepes, F., & Hill, D. R. C. (2013). Parallel Stepwise Stochastic Simulation: Harnessing GPUs to Explore Possible Futures States of a Chromosome Folding Model Thanks to the Possible Futures Algorithm (PFA). Proceedings of the 2013 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 169–178. https://doi.org/10.1145/2486092.2486114
Cottineau, C., Chapron, P., & Reuillon, R. (2015). An incremental method for building and evaluating agent-based models of systems of cities. Journal of Artificial Societies and Social Simulation (JASSS).
Schmitt, C., Rey, S., Reuillon, R., & Pumain, D. (2015). Half a billion simulations: Evolutionary algorithms and distributed computing for calibrating the SimpopLocal geographical model. Environment and Planning B., 42(2), 300–315.
Mesmoudi, S., Alvarez, I., Martin, S., Reuillon, R., Sicard, M., & Perrot, N. (2014). Coupling geometric analysis and viability theory for system exploration: Application to a living food system. JOURNAL OF PROCESS CONTROL, 24(12, SI), 18–28. https://doi.org/10.1016/j.jprocont.2014.09.013
Reuillon, R., Schmitt, C., De Aldama, R., & Mouret, J.-B. (2015). A New Method to Evaluate Simulation Models: The Calibration Profile (CP) Algorithm. Journal of Artificial Societies and Social Simulation, 18(1), 12. http://jasss.soc.surrey.ac.uk/18/1/12.html
Reuillon, R., Chuffart, F., Leclaire, M., Faure, T., Dumoulin, N., & Hill, D. R. C. (2010). Declarative task delegation in OpenMOLE. In W. W. Smari & J. P. McIntire (Eds.), HPCS (pp. 55–62). IEEE. http://dblp.uni-trier.de/db/conf/ieeehpcs/ieeehpcs2010.html#ReuillonCLFDH10
Rouquier, J.-B., Alvarez, I., Reuillon, R., & Wuillemin, P.-H. (2015). A kd-tree algorithm to discover the boundary of a black box hypervolume. Annals of Mathematics and Artificial Intelligence, 1–16. https://doi.org/10.1007/s10472-015-9456-8
Reuillon, R., Leclaire, M., & Passerat-Palmbach, J. (2015). Model Exploration Using OpenMOLE - a workflow engine for large scale distributed design of experiments and parameter tuning. CoRR, abs/1506.04182. http://dblp.uni-trier.de/db/journals/corr/corr1506.html#ReuillonLP15