Dr. Eng. Nabila Bounceur PhD. in Science - Engineer in Automatic
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1 Dr. Eng. Nabila Bounceur PhD. in Science - Engineer in Automatic Objectives New challenges in analyzing and modeling of complex systems, design of computer experiments and data analysis, teaching and training Profile Research and development of frameworks for system analysis and insight production, in different domains International experience and collaboration, training and knowledge transfer Ability of adaptation and fast learner (combining multiple methodologies Modeling, identification, control and analysis of complex systems, analysis of high dimensional data, design of computer experiments). Independent and open-minded Skills Scientific skills Control, Modeling and Analysis of complex systems Application / combination of Bayesian statistics, emulation approaches and global sensitivity analysis for understanding complex system Development of new approaches/tools for Sensitivity Analysis of computer output data Application of data mining techniques for high dimensional data reduction and feature extraction Design of experiments for computer code using (constrained) space filling designs Development of new algorithms for constrained factors of an input-output model Paloeclimatology, Quaternary climate changes Simulation with climate models of intermediate complexity, statistical modeling and analysis of climate data Transversal skills Working in a multidisciplinary and international team Project management and meeting organization International collaboration and ability of adaptation Writing papers and technical reports Grant applications, budgeting and scientific planning Pedagogical communication to multiple audiences Reviewing papers in peer-review journals Presenting work in international congress Computer skills Programming with R, Matlab Scripting using shell/unix Using scientific calculation infrastructures
2 Experience Researcher, Ph. D., Earth and Life Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium, Developing a new framework in an interdisciplinary way Setting up new methodologies and algorithms Academical communications: conferences, writing papers, activity and technical reports Organizing team meeting Co-supervising undergraduate students Promoting science to students and the general public during «ScienceInfuse», the training and promotion of Sciences of the Université catholique de Louvain Part-time R&D Collaborator, SWAN Insights, Bruxelles, Belgium, Research and Development, Implementation and Production, managing complex and multidisciplinary challenges in applied Big Data Definition of new approaches and implementation of a methodological framework for sensitivity studies applied for Big data in different projects Research Assistant, ITOP projects, Earth and Life Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium, International collaboration, networking Training and knowledge transfer Writing notes and technical reports Applying thesis results (more than three projects yielding to scientific papers) Education Ph.D., Earth and Life Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium, 26 June Grants: Fonds spéciaux de recherche de l UCL and European Research Council Starting Grant FP7/ Stg : Integrating Theory and Observations over the Pleistocene Master s degree in teaching mathematics (Master à Finalité Didactique), Université de Namur, Belgium, Pedagogical interest in explaining complex concepts and the impact of using Information and communication technologies in teaching mathematics State Engineer in Automatic engineering (Cycle d Ingénieur d Etat en Automatique), Ecole Nationale Polytechnique d Alger, Algeria, 2005, Magna cum Laude. Admission after competition on the basis of qualifications Diploma of preparatory of engineering cycle (Premier Cycle Préparatoire aux études d'ingéniorat), Ecole Nationale Préparatoire aux Etudes d Ingéniorat, Rouïba, Algeria, 2002, Cum Laude. Admission after competition with entrance exams, Grant: ENPEI grant. Scientific, languages, human sciences and sports trainings Baccalaureate in Sciences (Mathematic), Lycée Ihaddaden, Béjaïa, Algeria, 1999, Cum Laude
3 Publications Peer-review Bounceur, N., Global sensitivity analysis of a climate model to forcing during the Quaternary, Ph.D. thesis, Université catholique de Louvain, Belgium, Juin Nabila Bounceur, Michel Crucifix, Richard D. Wilkinson: Global sensitivity analysis of the climate vegetation system to astronomical forcing: an emulator-based approach. Earth System Dynamics Discussions 07/2014; DOI: /esdd David De Vleeschouwer, Michel Crucifix, Nabila Bounceur, Philippe Claeys: The impact of astronomical forcing on the Late Devonian greenhouse climate. Global and Planetary Change 09/2014; 120. DOI: / j.gloplacha P. A. Araya-Melo, M. Crucifix, N. Bounceur: Global sensitivity analysis of Indian Monsoon during the Pleistocene. Climate of the Past Discussions 03/2014; 10(2). DOI: /cpd In preparation Bounceur, N., A non hypercube space filling design for a global sensitivity analysis.-based emulation approach In preparation, to be submitted to Journal of Statistical Planning and Inference. Bounceur, N., Quaternary climate changes: A Global sensitivity analysis of a climate response to astronomical forcing, CO2 and ice volume. In preparation, to be submitted to Quaternary Research. Non-Peer-review Undergraduate thesis of State Engineer cycle: Commande neuro-floue optimisée par un algorithme génétique d'un bras manipulateur de robot flexible. Ecole Nationale Polytechnique d Alger (ENP), Algeria, Undergraduate thesis for Master s degree in teaching mathematics : Obstacles d intégration des TICE pour l enseignement des mathématiques au secondaire. Facultés Universitaires Notre-Dame de la Paix, Namur, Belgium, Oral presentations Statistical emulator of the rapid response of climate system to orbital forcing variations, N. Bounceur, M. Crucifix, Symposium MétéoClim, Université catholique de Louvain, Louvain-la-Neuve, Belgium, Statistical emulator of the rapid response of climate system to orbital forcing variations, Bounceur, M. Crucifix, Seminar Machine Learning Group, Université catholique de Louvain, Louvain-la-Neuve, Belgium, Statistical emulator of climate response to astronomical forcing variations, N. Bounceur, M. Crucifix, Ph.D. student day UNITER, Académies des Sciences, Brussels, Belgium, Global sensitivity analysis of a climate model to astronomical forcing. N. Bounceur, M. Crucifix, Workshop Belqua, Académie royal de Belgique, Brussels, Belgium, Global Sensitivity Analysis of aclimate Model Response to Astronomical Forcing : a statistical approach. N. bounceur, M. Crucifix, invited talk, institut de statistique, Louvain-la-Neuve, Belgium, 2012.
4 Global Sensitivity Analysis of Climate Model Response to Astronomical Forcing, N. Bounceur, M. Crucifix, invited talk, Karlsruhe Institute fur Technologie, Karlsruhe, Germany, Global Sensitivity Analysis of Climate Model Response to Astronomical Forcing, N. Bounceur, M. Crucifix, Meteoclim workshop, Liege, Belgium, Global Sensitivity Analysis of Climate Model Response to Astronomical Forcing : Emulation approach, N. Bounceur, M. Crucifix, 4th International Geologica Belgica Meeting, Brussels, Belgium, Global sensitivity analysis: a systematic approach to estimate regional effects of the astronomical forcing. M. Crucifix,N. Bounceur, P. Araya-Melo. European Geosciences Union Conference, Vienna, Austria, What emulator can do : from first principles to a web interface. M. Crucifix and ITOP team members. The Palaeoclimate Modelling Intercomparison Project, Namur, Belgium Poster presentations Formulation of a reduced Order Model of the Climate System, by Combining Classical Simulation Methods with Artificial Intelligence Techniques. N. Bounceur, M. Crucifix, Symposium Météoclim, Louvain-la-Neuve, Formulation of a reduced Order Model of the Climatic System, by Combining Classical Simulation Methods with Artificial Intelligence Techniques, N. Bounceur, M. Crucifix, European Geosciences Union Conference, Vienna, Austria, Formulation of a reduced Order Model of the Climatic System using emulators, N. Bounceur, M. Crucifix, European Geosciences Union Conference, Vienna, Austria, Formulation of a reduced Order Model of the Climatic System, by Combining Classical Simulation Methods with Artificial Intelligence Techniques-The gaussian process emulator, N. Bounceur, M. Crucifix, International Workshop, Zurich, Switzerland, Experimental Design and output reduction in Climate experiments, N. Bounceur, M. Crucifix, Symposium Météoclim, Louvain-la-Neuve, Belgium, How to spare time with General Circulation models? Use an emulator!, N. Bounceur, M. Crucifix, European Geosciences Union Conference, Vienna, Austria, Global sensitivity analysis of a climate response to astronomical forcing, N. Bounceur, P. Araya-Melo, M. Crucifix, European Geosciences Union Conference, Vienna, Austria, Global sensitivity analysis of a climate response to astronomical forcing. N. Bounceur, M. Crucifix, UCM 2012, UK, Global sensitivity analysis of a climate response to astronomical forcing. P. Araya-Melo, N. Bounceur, M. Crucifix, The Palaeoclimate Modelling Intercomparison Project, Global Sensitivity Analysis of South-East Asian Monsoon to astronomical forcing, ice volume and CO2, P. Araya-Melo, M. Crucifix, N. Bounceur, European Geosciences Union Conference, Vienna, Austria, General sensitivity analysis of the climate-vegetation system to astronomical forcing. N. Bounceur, R. D. Wilkinson, M. Crucifix, The Palaeoclimate Modelling Intercomparison Project, Namur, Belgium Global Sensitivity Analysis of Indian monsoon during the Pleistocene. P. Araya-Melo, N. Bounceur, M. Crucifix, The Palaeoclimate Modelling Intercomparison Project, Namur, Belgium
5 Summer school, internships and field trips Internship in computer sciences, Ecole d informatique Micro-services à Béjaïa Algeria, Internship of secondary education in mathematical sciences, Collège Notre-Dame de la Paix, Belgium, Erpent, Utrecht Summer School on physics of the climate system, August 2009, Utrecht, Netherlands. Late Quaternary sediment and landscape dynamics in the dijle catchment, BELQUA excursion, Belgium, Geology, hydrogeology and paleoclimatology of the Han-sur- Lesse cave system; the link with karstification and cave evolution in a regional context, BELQUA fieldtrip, Han-sur-Lesse, Belgium, Languages Mother tongue: Kabyle Bilingual: Arab/French Fluent (spoken and written): English Elementary level: Russian Interests Writing verses and novels in classical French, and lyrics in English Learning to play Violin and a particular interest on neoclassicism music Painting: abstraction art and portrait Doing sport: playing tennis, aikido and skydiving
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