CV Fred Garcia

Erin Gee, Frédérick Garcia. Approaches to Biometrics in Experimental Sound Art. PUBLIC, Intellect, 2020, 30 (60), pp.14-17. ⟨10.1386/public_00002_1⟩. ⟨hal-02923004⟩

Edwige Armand, Frédérick Garcia. Une écologie perceptive hors de l’humain. Arts et sciences, ISTE OpenScience, 2020, 20 (4), pp.1-11. ⟨10.21494/ISTE.OP.2020.0457⟩. ⟨hal-02923036⟩

Cyrille Ahmed Midingoyi, Christophe Pradal, Ioannis Athanasiadis, Marcello Donatelli, Andreas Enders, et al.. Reuse of process-based models: automatic transformation into many programming languages and simulation platforms. in silico Plants, Oxford Academic, 2020, pp.diaa007. ⟨10.1093/insilicoplants/diaa007⟩. ⟨hal-02962262⟩

Frederick Garcia. Critique de l'ouvrage « Pourquoi la société ne se laisse pas mettre en équations », De Pablo Jensen. Natures Sciences Sociétés, EDP Sciences, 2019. ⟨hal-02620471⟩

Nathalie Girard, Genevieve Aubin-Houzelstein, Veronique Broussolle, Michaël Chelle, Laurence Fortum-Lamothe, et al.. Former ensemble doctorant et encadrant(s) à l’INRA, un institut de recherche pluridisciplinaire et finalisé. Natures Sciences Sociétés, EDP Sciences, 2019, 27 (3), pp.327-335. ⟨10.1051/nss/2019049⟩. ⟨hal-02621799⟩

Frederick Garcia, . Groupe Sciences En Questions. Le groupe Sciences en questions : un espace de réflexion sur les sciences à l’Inra. Natures Sciences Sociétés, EDP Sciences, 2018, 26 (3), pp.320-327. ⟨10.1051/nss/2018046⟩. ⟨hal-02618170⟩

Véronique Bellon-Maurel, Frédérick Garcia, Christian Huyghe. Données à partager, valeurs à créer dans l’économie numérique.. Innovations Agronomiques, INRAE, 2018, 67, pp.1-2. ⟨10.15454/R84IA5⟩. ⟨hal-01953365⟩

Nathalie Girard, Veronique Broussolle, Michaël Chelle, Frederick Garcia, Dany Hoch, et al.. EDEN, an innovative training programme in a French research institute to develop reflexivity in the PhD student – supervisor(s) system. Doctoral Education Bulletin, 2017, Spring 2017, pp.9. ⟨hal-01606474⟩

Iadine Chadès, Guillaume Chapron, Marie-Josee Cros, Frederick Garcia, Regis Sabbadin. MDPtoolbox: a multi-platform toolbox to solve stochastic dynamic programming problems. Ecography, Wiley, 2014, Online: 14 JUL 2014, ⟨10.1111/ecog.00888⟩. ⟨hal-02631147⟩

Mahuna Akplogan, Simon de Givry, Jean-Philippe Metivier, Gauthier Quesnel, Alexandre Joannon, et al.. Solving the Crop Allocation Problem using Hard and Soft Constraints. RAIRO - Operations Research, EDP Sciences, 2013, 47 (2), pp.151-172. ⟨10.1051/ro/2013032⟩. ⟨hal-01024641⟩

Jérôme Dury, Frederick Garcia, Arnaud Reynaud, Jacques-Eric Bergez. Cropping-plan decision-making on irrigated crop farms: A spatio-temporal analysis. European Journal of Agronomy, Elsevier, 2013, 50, pp.1-10. ⟨10.1016/j.eja.2013.04.008⟩. ⟨hal-02644542⟩

Jacques-Eric Bergez, Patrick Chabrier, Christian Gary, Marie-Helene Jeuffroy, David Makowski, et al.. An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems. Environmental Modelling and Software, Elsevier, 2013, 39, pp.39-49. ⟨10.1016/j.envsoft.2012.03.011⟩. ⟨hal-01001118⟩

Ljusk Ola Eriksson, Sofia Backeus, Frederick Garcia. Implications of growth uncertainties associated with climate change for stand management. European Journal of Forest Research, Springer Verlag, 2012, 131 (4), pp.1199 - 1209. ⟨10.1007/s10342-011-0591-4⟩. ⟨hal-02649696⟩

Jordy Salmon-Monviola, Chantal Gascuel-Odoux, Frederick Garcia, Florent Tortrat, Marie-Odile Cordier, et al.. Simulating the effect of techniques and environmental constraints on the spatio-temporal distribution of herbicide applications and stream losses. Agriculture, Ecosystems and Environment, Elsevier Masson, 2011, 140, pp.382-394. ⟨10.1016/j.agee.2010.12.02⟩. ⟨hal-00618448⟩

Olivier Crespo, Jacques-Eric Bergez, Frederick Garcia. P2q hierarchical decomposition algorithm for quantile optimization : application to irrigation strategies. Annals of Operations Research, Springer Verlag, 2011, 190 (1), pp.375-387. ⟨10.1007/s10479-008-0503-2⟩. ⟨hal-00744319⟩

Olivier Crespo, Jacques-Eric Bergez, Frederick Garcia. P2 hierarchical decomposition procedure: application to irrigation strategies design. Operational Research, Springer, 2011, 11 (1), pp.19-39. ⟨10.1007/s12351-009-0040-z⟩. ⟨hal-00745693⟩

Nicklas Forsell, Peder Wikström, Frederick Garcia, Régis Sabbadin, Kristina Blennow, et al.. Management of the risk of wind damage in forestry: a graph-based Markov decision process approach. Annals of Operations Research, Springer Verlag, 2011, 190 (1), pp.57-74. ⟨10.1007/s10479-009-0522-7⟩. ⟨hal-00833150⟩

Jacques-Eric Bergez, Nathalie Colbach, Olivier Crespo, Frederick Garcia, Marie-Helene Jeuffroy, et al.. Designing crop management systems by simulation. European Journal of Agronomy, Elsevier, 2010, 32 (1), pp.3-9. ⟨10.1016/j.eja.2009.06.001⟩. ⟨hal-01173176⟩

Jacques-Eric Bergez, Frederick Garcia. Is it worth using short-term weather forecasts for irrigation management ?. European Journal of Agronomy, Elsevier, 2010, 33 (3), pp.175-181. ⟨10.1016/j.eja.2010.05.003⟩. ⟨hal-02661321⟩

Olivier Crespo, Jacques-Eric Bergez, Frederick Garcia. Multiobjective optimization subject to uncertainty: Application to irrigation strategy management. Computers and Electronics in Agriculture, Elsevier, 2010, 74 (1), pp.Pages 145-154. ⟨10.1016/j.compag.2010.07.009⟩. ⟨hal-00808372⟩

Chantal Gascuel-Odoux, Pierre Aurousseau, Marie-Odile Cordier, Patrick Durand, Frederick Garcia, et al.. A decision-oriented model to evaluate the effect of land use and agricultural management on herbicide contamination in stream water. Environmental Modelling and Software, Elsevier, 2009, 24 (12), pp.1433-1446. ⟨10.1016/j.envsoft.2009.06.002⟩. ⟨hal-00544122⟩

Marie-Hélène Chatelin, Christine Aubry, Frederick Garcia. A novel method for the sustainable management of wheat crops: exploration by simulation. Agronomy for Sustainable Development, Springer Verlag/EDP Sciences/INRA, 2007, 27 (4), pp.337-345. ⟨10.1051/agro:2007014⟩. ⟨hal-01197705⟩

Marie-Josee Cros, Frederick Garcia, Roger Martin Clouaire, Jean-Pierre Rellier, . Inra. Modeling management operations in agricultural production simulators. Agricultural Engineering International : The CIGR e-journal, International Commission of Agricultural and Biosystems Engineering, 2003, 2, pp.1-11. ⟨hal-02670296⟩

Marie-Josée Cros, Michel Duru, Frédérick Garcia, Roger Martin-Clouaire. A biophysical dairy farm model to evaluate rotational grazing management strategies. Agronomie, EDP Sciences, 2003, 23 (2), pp.105-122. ⟨10.1051/agro:2002071⟩. ⟨hal-00886164⟩

Jean Marie Attonaty, Marie-Hélène Chatelin, Frederick Garcia. Interactive simulation modeling in farm decision making. Computers and Electronics in Agriculture, Elsevier, 1999, 22 (2-3), pp.157-170. ⟨hal-02687873⟩

Véronique Bellon-Maurel, Ludovic Brossard, Frédérick Garcia, Nathalie Mitton, Emmanuel Prados, et al.. Livre blanc INRIA / INRAE sur le numérique en Agriculture. PFIA 2020 - (Plateforme de l'Intelligence Artificielle) - Journée Agronomie et IA, Jun 2020, Virtual, France. pp.1-26. ⟨hal-02887646⟩

Frederick Garcia. Agriculture... Ce qui change avec le numérique. Colloque de Cerisy – Sciences, Techniques et Agricultures Atelier 3 : Nouvelles formes d'organisation de la recherche et de l'innovation dans un monde globalisé., Mar 2019, Montpellier, France. ⟨hal-02788111⟩

Cyrille Ahmed Midingoyi, Christophe Pradal, Andreas Enders, Davide Fumagalli, Helene Raynal, et al.. CROP2ML: a crop modeling metalanguage shared between different crop simulation platforms. SEB Annual Meeting (SEB 2019), Society of Experimental Biology, Jul 2019, Seville, Spain. ⟨hal-02981423⟩

Genevieve Aubin-Houzelstein, Nathalie Girard, Veronique Broussolle, Michaël Chelle, Laurence Forthun-Lamothe, et al.. Le développement de l’intelligence professionnelle en recherche : des situations de travail des doctorants et encadrants à un dispositif de formation pour favoriser la réussite de leurs apprentissages croisés. 5. Colloque International de didactique Professionnelle, Oct 2019, Montréal, Canada. ⟨hal-02736029⟩

Frederick Garcia, Ophélie Léger, Rémy Vincent, Aroune Duclos, Noé Jiménez, et al.. Thigmoimmunity: mechanical signals prime the quantitative disease resistance of plant.. 9. International Plant Biomechanics Conference. PlantBiomech 2018, Aug 2018, Montréal, Canada. ⟨hal-02788093⟩

Nathalie Girard, Veronique Broussolle, Michaël Chelle, Frederick Garcia, Dany Hoch, et al.. Developing reflexivity in the PhD student – supervisor(s) system: An innovative training programme in a French research institute. 3. International Conference on Developments in Doctoral Education & Training (ICDDET), Apr 2017, Stratford-upon-Avon, United Kingdom. ⟨hal-01594777⟩

Ronan Trepos, Stephane Lemarié, Helene Raynal, Muriel Morison, Stéphane Couture, et al.. Apprentissage par renforcement pour l’optimisation de la conduite de culture du colza. 14e Journées Francophones Planification, Décision, Apprentissage pour la conduite de système - JFPDA, May 2014, Liège, Belgique. pp.1-13. ⟨hal-01173333⟩

Charlotte Daydé, Stéphane Couture, Frederick Garcia, Roger Martin-Clouaire. Investigating operational decision-making in agriculture. 7th Congress on Environmental Modelling and Software (IEMSS 2014), Jun 2014, San Diego, United States. ⟨hal-02739614⟩

Mahuna Akplogan, Jérôme Dury, Simon de Givry, Gauthier Quesnel, Alexandre Joannon, et al.. Résolution du problème d’allocation de culture par satisfaction de contraintes pondérées. 8. Journées Francophones de Programmation par Contraintes, May 2012, Toulouse, France. 358 p. ⟨hal-01210079⟩

Mahuna Akplogan, Jerome Dury, Simon de Givry, Gauthier Quesnel, Alexandre Joannon, et al.. Résolution du problème d'allocation de cultures par satisfaction de contraintes pondérées. JFPC 2012, May 2012, Toulouse, France. ⟨hal-00809833⟩

Jacques-Eric Bergez, Helene Raynal, Frederick Garcia. RECORD: an open platform to build, evaluate and simulate integrated models of farming and agroecosystems. 10. European IFSA Symposium : Producing and reproducing farming systems. New modes of organisation for sustainable food systems of tomorrow, Jul 2012, Aarhus, Denmark. ⟨hal-02748832⟩

Jacques-Eric Bergez, Helene Raynal, Frederick Garcia. Record: an integrated platform for agro-ecosystems study. 12. Congress of the European Society for Agronomy (ESA), European Sociological Association (ESA). Paris, FRA., Aug 2012, Helsinki, Finland. ⟨hal-02747837⟩

Mahuna Akplogan, Jérôme Dury, Simon de Givry, Gauthier Quesnel, Alexandre Joannon, et al.. A weighted CSP approach for solving spatio-temporal farm planning problems. 11. Workshop on Preferences and Soft Constraints Soft 2011, Sep 2011, Perugia, Italy. ⟨hal-01458609⟩

Mahuna Akplogan, Gauthier Quesnel, Frederick Garcia, Alexandre Joannon, Roger Martin-Clouaire. Towards a deliberative agent system based on DEVS formalism for application in agriculture. 2010 Summer Simulation Multiconference (SummerSim'10), Jul 2010, Ottawa, Canada. 8 p. ⟨hal-01458552⟩

Mahuna Akplogan, Frederick Garcia, Alexandre Joannon, Roger Martin-Clouaire, Gauthier Quesnel. Un modèle DEVS d’agent intelligent : application à la conduite des systèmes de culture. Journées Francophones de Planification, Décision et Apprentissage pour la conduite des systèmes. JFPDA 2009, Jun 2009, Paris, France. 10 p. ⟨hal-01458544⟩

Jacques-Eric Bergez, Patrick Chabrier, Frederick Garcia, Christian Gary, David Makowski, et al.. RECORD: a new software platform to model and simulate cropping systems. Farming systems design 2009. International symposium on methodologies for integrated analysis of farm production systems, Aug 2009, Monterey, United States. ⟨hal-01173217⟩

Nicklas Paul Forsell, Frederick Garcia, Regis Sabbadin. Reinforcement learning for spatial processes. 18. World IMACS Congress and MODSIM09. International Congress on Modelling and Simulation, Jul 2009, Cairns, Australia. 7 p. ⟨hal-02752972⟩

Jérôme Dury, Noémie Schaller, Mahuna Akplogan, Christine Aubry, Jacques-Eric Bergez, et al.. Modelling crop allocation decision making processes to simulate dynamics of agricultural land uses at farm and landscape level. Farming Systems Design 2009 : an international symposium on Methodologies for Integrated Analysis of Farm Production Systems, Aug 2009, Monterrey, CA, United States. ⟨hal-01197800⟩

Jacques-Eric Bergez, Patrick Chabrier, Frederick Garcia, Christian Gary, Marie-Helene Jeuffroy, et al.. Studying cropping system management by simulation: the record platform project. Farming Systems Design 2007 : an International Symposium on Methodologies on Integrated Analysis on Farm Production Systems, Sep 2007, Catania, Italy. ⟨hal-01173179⟩

Jacques-Eric Bergez, Olivier Crespo, Frederick Garcia, Christian Gary, Marie-Helene Jeuffroy, et al.. Designing crop management systems by simulation. International Symposium on Methodologies on Integrated Analysis on Farm Production Systems, Sep 2007, Catania, Italy. 2 p. ⟨hal-01173261⟩

Frederick Garcia, Francois Guerrin, Roger Martin-Clouaire, Jean-Pierre Rellier. The human side of agricultural production management: the missing focus in simulation approaches. International Congress on Modelling and Simulation (MODSIM05), Dec 2005, Melbourne, Australia. ⟨hal-02763023⟩

Marie-Odile Cordier, Frederick Garcia, Chantal Gascuel, Véronique Masson, Jordy Salmon-Monviola, et al.. A machine learning approach for evaluating the impact of land use and management practices on streamwater pollution by pesticides. MODSIM'05 (International Congress on Modelling and Simulation), Modelling and Simulation Society of Australia and New Zealand Inc. (MSSANZ). Canberra, AUS., 2005, Melbourne, Australia. ⟨inria-00511101⟩

Marie-Josee Cros, Frederick Garcia, Roger Martin-Clouaire. SEPATOU: a decision support system for the management of rotational grazing in a dairy production. EFITA, Sep 1999, Bonn, Germany. ⟨hal-02767981⟩

Marie-Josee Cros, Michel Duru, Frederick Garcia, Roger Martin-Clouaire. A DSS for rotational grazing management: simulating both the biophysical and decision making processes. International congress on modelling and simulation(MODSIM 99), Dec 1999, Hamilton, New Zealand. ⟨hal-02765619⟩

Marie-Josee Cros, Michel Duru, Frederick Garcia, Roger Martin-Clouaire. Characterizing and simulating a rotational grazing strategy. 1st European Conference on Information Technology in Agriculture, Jun 1997, Copenhague, Denmark. ⟨hal-02765024⟩

Célia da Costa Pereira, Frederick Garcia, Jérôme Lang, Roger Martin-Clouaire. A possibilistic approach to planning. 4th European Congress on Intelligent Techniques and Soft Computing, Sep 1996, Aachen, Germany. ⟨hal-02765074⟩

Jacques-Eric Bergez, Frederick Garcia, Helene Raynal. Record: an integrated framework to build, evaluate and simulate. 11. ESA Congress, Aug 2010, Montpellier, France. 2010, Proceedings of Agro2010 - the XIth ESA Congress. ⟨hal-02752597⟩

Philippe Faverdin, Xavier Reboud, Frederic Baret, Patrick Bertuzzi, Andre Chanzy, et al.. Quelle contribution des agroéquipements et du numérique à l’agroéocologie ?. Caquet, Thierry Gascuel, Chantal Tixier-Boichard, Michèle. L’agroécologie : des recherches pour la transition des filières et des territoires. Collection Matière à débattre et décider, Éditions Quæ, pp.81-94, 2020, 978-2-7592-3129-4. ⟨hal-02929458⟩

Jacques-Eric Bergez, Ophélie Carreras, Frederick Garcia. Anticipation et pilotage de l'irrigation. Concevoir et construire la décision : Démarches en agriculture, agroalimentaire et espace rural, octobre 2009, Editions Quae, 2009, Update Sciences and Technologies, 978-2-7592-0365-9. ⟨hal-02820276⟩

Marianne Cerf, Philippe Faverdin, Frederick Garcia. Formalisation de l'interaction entre processus décisionnels et processus biophysiques. Concevoir et construire la décision :démarches en agricultures, agroalimentaire et espace rural, Editions Quae, 2009, Update Sciences and Technologies, 978-2-7592-0365-9. ⟨hal-02822677⟩

Marie-Odile Cordier, Pierre Aurousseau, Michel Falchier, Frederick Garcia, Chantal Gascuel-Odoux, et al.. Modélisation du transfert d'herbicides dans un bassin versant pour la maîtrise de la qualité des eaux. Quae éditions. Concevoir et construire la décision - Démarches en agriculture, agroalimentaire et espace rural, Quae, pp.41-52, 2009, 978-2-7592-0365-9. ⟨inria-00476815⟩

M.O. Cordier, Pierre Aurousseau, - Falchier, M., Frederick Garcia, Chantal Gascuel-Odoux, et al.. Modélisation du transfert d'herbicides dans un bassin versant pour la maîtrise de la qualité des eaux.. Concevoir et construire la décision, Editions Quae, 2009. ⟨hal-02821805⟩

Jacques-Eric Bergez, Frederick Garcia, Delphine Leenhardt, Laure Maton. Optimising irrigation management at the plot scale to participate at the regional scale water resource management. Topics on system analysis and integrated water resources management, Elsevier, 2007, 978-0-08-044967-8. ⟨10.1016/B978-008044967-8/50007-5⟩. ⟨hal-02818071⟩

Marie-Josee Cros, Frederick Garcia, Roger Martin-Clouaire, Jean-Pierre Rellier. Modeling and simulation. CIGR Handbook of Agricultural Engineering : Vol 6 Information technology, 2006. ⟨hal-02812868⟩

Jacques-Eric Bergez, Frederick Garcia, Daniel Wallach. Representing and optimizing management decisions with crop models. Working with dynamic crop models : Evaluation, Analysis, Parameterization, and Applications, Elsevier, 2006, 0-444-52135-6 978-0-444-52135-4. ⟨hal-02813756⟩

Caroline Chanel, Tiago de Lima, Sylvie Doutre, Amal Elfallah-Seghrouchni, Frederick Garcia, et al.. Conférence Nationale d'Intelligence Artificielle Année 2019. Association Française pour l'Intelligence Artificielle (AFIA). Plate-Forme Intelligence Artificielle 2019, Jul 2019, Toulouse, France. 2019. ⟨hal-02458049⟩

François Charpillet, Frédéric Garcia, Patrice Perny, Olivier Sigaud. Décision et planification dans l'incertain. CHARPILLET François; GARCIA Frédéric; PERNY Patrice; SIGAUD Olivier. France. 20 (2-3), Hermès, pp.432, 2006. ⟨inria-00119464⟩

Iadine Chades, Guillaume Chapron, Marie-Josee Cros, Frederick Garcia, Regis Sabbadin. Package MDPtoolbox R. 2017. ⟨hal-01603089⟩

Bernard Auriol, J. Béard, J.-M. Broto, D.F. Descouens, L.J.S. Durand, et al.. Overt and covert paths for sound in the auditory system of mammals. 2019. ⟨hal-02788752⟩

Iadine Chadès, Guillaume Chapron, Marie-Josee Cros, Frédéric Garcia, Régis Sabbadin. MDPtoolbox. 2014. ⟨hal-02799565⟩