Dumoulin Nicolas

dumoulin.jpg

Irstea − Lisc
9 avenue Blaise Pascal − CS 20085
63178 Aubière − France
+33 4 73 44 07 29
Contact

Computer scientist. java technologies − software design − simulation − numerical exploration

Interests

I'm part of the LISC since 2006, as a computer scientist engineer.

One of my motivations is to produce reproductible results and to guarantee their quality.

I'm involved in:

  • individual-based model design, development and deployement. We're designing a large variety of individual-based models, and I participate actively in their development for ensuring their conception and quality. We're coding with the Java language, and I recommand to use a set of tools for a better team work:
    • a version control system (like subversion or git)
    • maven: a build automation tool that ensures to build identically (and easily) the software on any computer
    • a framework for unit testing (like junit)
  • design of experiment for exploring complex models, including sensivity analysis and calibration. I'm part of the french network Mexico
  • high performance computing. Our numerical models requires a lot of simulations, that are naturally independents, so we can easily take advantage of distributed computation architecture. I'm part of the project OpenMOLE

Publications

Journal Articles (8)

  • Wei W., P. Larrey lassalle, T. Faure, N. Dumoulin, P. Roux, J.D. Mathias
    Using the reliability theory for assessing the decision confidence probability for comparative Life Cycle Assessments
    Environmental Science & Technology 50 (5), 2016
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  • J.D. Mathias, A. Alzina, M. Grédiac, P. Michaud, P. Roux, H. De Baynast, C. Delattre, N. Dumoulin, T. Faure, P. Larrey Lassalle, N. Mati Baouche, F. Pennec, S. Sun, N. Tessier Doyen, E. Toussaint, W. Wei
    Upcycling sunflower stems as natural fibers for biocomposite applications
    Bioresources 10 (4), 2015
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  • T. Rougier, G. Lassalle, H. Drouineau, N. Dumoulin, T. Faure, G. Deffuant, E. Rochard, P. Lambert
    The Combined Use of Correlative and Mechanistic Species Distribution Models Benefits Low Conservation Status Species
    PLoS One 10 (10), 2015
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  • W. Wei, P. Larrey Lassalle, T. Faure, N. Dumoulin, P. Roux, J.D. Mathias
    How to conduct a proper sensitivity analysis in life cycle assessment: Taking into account correlations within LCI data and interactions within the LCA calculation model
    Environmental Science & Technology 49 (1), 2015
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  • T. Rougier, H. Drouineau, N. Dumoulin, T. Faure, G. Deffuant, E. Rochard, P. Lambert
    The GR3D model, a tool to explore the Global Repositioning Dynamicsof Diadromous fish Distribution
    Ecological Modelling 283, 2014
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  • F. Jabot, T. Faure, N. Dumoulin
    EasyABC: Performing efficient approximate Bayesian computation sampling schemes using R
    Methods in Ecology and Evolution 4 (7), 2013
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  • F. Chuffart, N. Dumoulin, T. Faure, G. Deffuant
    SimExplorer: programming experimental design on models and managing quality of modelling process
    International Journal of Agricultural and Environmental Information Systems IJAEIS 1 (1), 2010
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  • N. Dumoulin
    SimAquaLife : un cadriciel pour la modélisation de la dynamique spatiale d'organismes aquatiques
    Technique et Science Informatiques 26 (6), 2007
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Book Chapters (2)

  • S. Huet, N. Dumoulin, G. Deffuant
    A calibration to properly design a model integrating residential mobility and migration in rural area
    Advances in Social Simulation 2015, Advances in Intelligent Systems and Computing 528 (p. 163-179), Springer, 2017
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  • H. Richard, H. Monod, J. Wang, J. Couteau, N. Dumoulin, B. Poussin, J.C. Soulié, É. Ramat
    La boîte à outils Mexico, un environnement générique pour piloter l'exploration numérique de modèles ( Chapitre 9)
    Analyse de sensibilité et exploration de modèles : application aux sciences de la nature et de l'environnement (p. 233-253), Quae, 2013
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In Proceedings (7)

  • S. Huet, N. Dumoulin, G. Deffuant
    A calibration to properly design a model integrating residential mobility and migration in a rural area
    11th Conference of the European Social Simulation Association: Social Simulation Conference, 14/09/2015-18/09/2015, Groningen, NLD , 2015
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  • G. Lassalle, T. Rougier, H. Drouineau, N. Dumoulin, T. Faure, G. Deffuant, P. Jatteau, E. Rochard, P. Lambert
    Allis shad: A concrete example of how niche shift modelling studies could help in the definition of conservation measures
    Aquatic Biodiversity and Ecosystems Conference, 30/08/2015-05/09/2015, Liverpool, GBR (p. 19), 2015
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  • S. Westrelin, N. Dumoulin, I. Pauwels
    Premiers pas vers la modélisation de la dynamique spatiale d’une population de brochets dans une retenue hydro-électrique
    Journées de la Modélisation, 02/06/2015-03/06/2015, Clermont-Ferrand, FRA (p. 17), 2015
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  • S. Bimonte, N. Dumoulin
    SimOLAP: A system for the semi-automatic implementation of simulation datawarehouses
    10èmes journées francophones sur les Entrepôts de Données et l’Analyse en ligne EDA, 05/06/2014-06/06/2014, Vichy (p. 4), RNTI, 2014
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  • F. Jabot, T. Faure, N. Dumoulin
    EasyABC: performing efficient approximate Bayesian computation sampling schemes using R
    ABC (Approximate Bayesian Computation), 30/05/2013-31/05/2013, Rome, ITA , 2013
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  • R. Reuillon, F. Chuffart, M. Leclaire, T. Faure, N. Dumoulin, D. Hill
    Declarative task delegation in OpenMOLE
    High Performance Computing and Simulation (HPCS), 28/06/2010-02/07/2010, Caen, FRA (p. 55-62), 2010
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  • F. Chuffart, T. Faure, N. Dumoulin, R. Reuillon, G. Deffuant
    Design and analysis of computer experiments with SimExplorer
    ESM'2008 European Simulation and Modelling Conference, 27/10/2008-29/10/2008, Le Havre, FRA (p. 575-577), EUROSIS, 2008
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Technical Reports (1)

  • S. Huet, N. Dumoulin, G. Deffuant, F. Gargiulo, M. Lenormand, O. Baqueiro Espinosa, S. Ternes
    Micro-simulation model of municipality network in the Auvergne case study
    2012
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Miscellanious