Researcher
Head of Data Science Department
SDD
Data Science
Digital traces of all human activities are now available in all fields, data that is often massive, heterogeneous, dynamic and of variable quality (the 4 V’s of Big Data: Volume, Variety, Velocity, Veracity). Their exploitation leads to the definition of a fourth scientific paradigm: the design and validation of hypotheses, theoretical models and algorithms, guided by the data and in interaction with domain experts. The Data Science department is interested in robustly addressing the challenges of the 4Vs, in terms of scaling up in the face of data volume and velocity, and resisting diversity and quality bias. These goals define new computational issues in storage, communication, analysis and processing optimization, data query and enrichment, knowledge discovery, and model learning.
With nearly 40 researchers and teacher-researchers, the Data Science department covers a broad spectrum of fundamental and application-related topics: databases, data mining, semantic web, knowledge representation, algorithms, combinatorics, stochastic and distributed optimization, statistical learning and neural networks, communication networks, simulation. It also has extensive expertise in interdisciplinary research and dialogue with experts in the application domains (particularly in biology, medicine, human and social sciences, and experimental physics), allowing privileged access to data of interest and to the evaluation of models and algorithms.
Coordination
Recent publications
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Communication dans un congrès
Francky Luddens, Caroline Nore, J. Leorat, Jean-Luc Guermond, A. Ribeiro. Equations de la MHDMagnétohydrodynamique en milieu hétérogène. CFM 2011 – 20ème Congrès Français de Mécanique, Aug 2011, Besançon, France. ⟨hal-03421361⟩
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Communication dans un congrès
Mathieu Avanzi, Philippe Boula de Mareüil. Peut-on distinguer perceptivement huit accents régionaux en français parlé en Europe ? Une réponse à base de crowdsourcing. XXXIIe Journées d’Études sur la Parole (JEP 2018), 2018, Avignon, France. ⟨10.21437/jep.2018-43⟩. ⟨hal-03321515⟩
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Communication dans un congrès
Zatout Yanis, Semeraro Onofrio, Mathelin Lionel, Bataille Françoise, Adrien Toutant. Fast and accurate field reconstruction of Thermal-Large Eddy Simulation (T-LES) by Deep Learning. 31ème Congrès Français de Thermique, Institut de Thermique, Mécanique, Matériaux, May 2023, Reims, France. ⟨hal-05454994⟩
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Communication dans un congrès
Yann Trividic. Synchronising Content Across Formats In-the-wild. Programming 2025 – 9th International Conference on the Art, Science, and Engineering of Programming, Jun 2025, Prague, Czech Republic. ⟨hal-05385158⟩
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Poster de conférence
Louis Ollivier, Gilles Fischer, Fanny Pouyet. A Robust Computational Framework to Characterize the Genetic Diversity Across 3,570 Strains in S. cerevisiae. JOBIM 2025, Jul 2025, Bordeaux, France. ⟨hal-05484804⟩
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Poster de conférence
Louis Ollivier, Gilles Fischer, Fanny Pouyet. A Robust Computational Framework to Characterize the Genetic Diversity Across 3,570 Strains in Saccharomyces cerevisiae. Yeast 2025, Jul 2025, Paris, France. ⟨hal-05484807⟩
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Poster de conférence
Julie Halbout, Annelies Braffort, Michèle Gouiffès. Annotation automatique d’un corpus de Langue des Signes Française. Rencontres Jeunes Chercheurs en Parole (RJCP), Nov 2025, Paris, France. ⟨hal-05495878⟩
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Poster de conférence
Annelies Braffort, Michael Filhol, Michèle Gouiffès, Julie Halbout, Julie Lascar. Sign Language Processing with Linguistic Structure. BMVA Symposium on AIArtificial Intelligence for Sign Language Translation, Production, and Linguistics, Dec 2025, London, United Kingdom. ⟨hal-05495664⟩
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Communication dans un congrès
Jules Françoise, Julie Lascar, Cyril Verrecchia, Sidonie Minodier, Michèle Gouiffès, et al.. LaboSignes : vers une IAIntelligence Artificielle participative pour la reconnaissance automatique de la Langue des Signes Française. Journée d’études AFIA-ATALA : Technologies linguistiques pour les langues peu dotées, Dec 2025, Paris, France. ⟨hal-05495906⟩
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Article dans une revue
Abdullah Abdal, Debashis Panda, Lyes Kahouadji, Mosayeb Shams, Seungwon Shin, et al.. Three-dimensional numerical simulations of product changeover: miscible and immiscible displacements in circular tubes. International Journal of Multiphase Flow, 2026, 197, pp.105634. ⟨10.1016/j.ijmultiphaseflow.2026.105634⟩. ⟨hal-05490276⟩
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Communication dans un congrès
Nicolas Sabouret, Hazael Jones, Mathieu Chollet, Magalie Ochs, C. Pelachaud. Expressing social attitudes in virtual agents for social training games. 2nd International Workshop on Intelligent Digital Games for Empowerment and Inclusion (IDGEI’14), Feb 2014, Haifa, Israel. ⟨hal-02412121⟩
Year of publication
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Communication dans un congrès
Hazaël Jones, Mathieu Chollet, Magalie Ochs, Nicolas Sabouret, Catherine Pelachaud. Expressing social attitudes in virtual agents for social coaching. Autonomous Agents and Multi-Agent Systems, May 2014, Paris, France. ⟨hal-01074875⟩
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Article dans une revue
A. Tek, Marc Baaden, N. Férey, P. Bourdot. MANHaptic: A Haptic Adaptive Method for Precise Manipulation, Assembly and Navigation. International Journal on Human Machine Interaction, 2014, 1, pp.57-63. ⟨hal-01498081⟩
Year of publication
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Communication dans un congrès
M. Trellet, N. Ferey, Marc Baaden, P. Bourdot. Content and task based navigation for structural biology in 3D environments. Virtual and Augmented Reality for Molecular Science (VARMS@IEEEVR), 2015 IEEE 1st International Workshop on, Mar 2015, Arles, France. pp.31–36, ⟨10.1109/VARMS.2015.7151726⟩. ⟨hal-01498020⟩
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Communication dans un congrès
Nicolas Sabouret, Björn Schuller, Lucas Paletta, Erik Marchi, Hazaël Jones, et al.. Intelligent User Interfaces in Digital Games for Empowerment and Inclusion. Advances in Computer Entertainment. ACE 2015, Nov 2015, Johor Bahru, Malaysia. ⟨10.1145/2832932.2832949⟩. ⟨hal-02797774⟩
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Proceedings/Recueil des communications
Gauthier Picard, Nicolas Sabouret, Olivier Simonin. Revue Ouverte d’Intelligence Artificielle, 3 (5-6) Volume 3 (2022) pp.415-417. Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2018-2019-2020), 2018, -, France. Revue Ouverte d’Intelligence Artificielle, 3 (5-6), pp.415-417, 2022, ⟨10.5802/roia.37fr⟩. ⟨hal-03940440⟩
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Article dans une revue
Gauthier Picard, Nicolas Sabouret, Olivier Simonin. Introduction (EN). Revue Ouverte d’Intelligence Artificielle, 2022, 3 (5-6), pp.419-421. ⟨10.5802/roia.37en⟩. ⟨hal-03940510⟩
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Poster de conférence
Asmae Bachr, Alizée Bardon, Sara Bencheikh, Fiona Bottin, Justine Flipo, et al.. GreenBIM : Environmental impact of Bioinformatics. JOBIM 2022, Jun 2022, Rennes (FR), France. ⟨10.14293/S2199-1006.1.SOR-.PPWHCXV.v1⟩. ⟨hal-05491617⟩
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Autre publication scientifique
Emma Bigé, Yves Citton, Yann Trividic. Faire face à la classe vectorialiste. 2025. ⟨hal-05407616⟩
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Article dans une revue
Carlos Lièvano Taborda, Huyen Nguyen, Patrick Bourdot. Engagement and Attention in XR for Learning: Literature Review. Lecture Notes in Computer Science, 2025, Lecture Notes in Computer Science, 15445, pp.207-242. ⟨10.1007/978-3-031-78593-1_13⟩. ⟨hal-04979614⟩
ARAIAugmented Reality and Artificial Intelligence, VENISE
Year of publication
Available in free access
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Pré-publication, Document de travail
Mathurin Videau, Alessandro Leite, Marc Schoenauer, Olivier Teytaud. Evolutionary Pre-Prompt Optimization for Mathematical Reasoning. 2026. ⟨hal-05492969⟩
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Article dans une revue
A. Sergent, Patrice Joubert, P. Le Quéré. Development of a local subgrid diffusivity model for Large Eddy Simulation of buoyancy driven flows : application to a square differentially heated cavity. Numerical Heat Transfer, Part A Applications, 2003, 44 (8), pp.789-810. ⟨10.1080/716100524⟩. ⟨hal-00312298⟩
Year of publication
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Article dans une revue
Anne Sergent, Patrice Joubert, P. Le Quéré. Large eddy simulation of turbulent thermal convection using a Mixed Scale Diffusivity Model. Progress in Computational Fluid Dynamics, 2006, 6 (1-3), pp.40-49. ⟨10.1504/PCFD.2006.009481⟩. ⟨hal-00312297⟩
Year of publication
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Communication dans un congrès
Ludovic Arnold, Sébastien Rebecchi, Sylvain Chevallier, Hélène Paugam-Moisy. An Introduction to Deep Learning. European Symposium on Artificial Neural Networks (ESANN), Apr 2011, Bruges, Belgium. ⟨hal-01352061⟩
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Poster de conférence
Bruno Aristimunha, Raphael Yokoingawa De Camargo, Walter Hugo Lopez Pinaya, Florian Yger, Marie-Constance Corsi, et al.. CONCERTO: Coherence & Functional Connectivity Graph Network. Journée CORTICO 2023, May 2023, Paris, France. 2023. ⟨hal-04121445⟩
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Poster de conférence
Céline Clavel, Marie-Joëlle Ramage, Magali Fuchs Gallezot, Patrick Pamphile, Isabelle Bournaud. Accompagner les primo-entrants dans leur acculturation à l’université par la rédaction d’un rapport d’étonnement.. Journées d’Etude AIPU Section France, Nov 2023, Université Paris-Saclay, Campus Vallée, France, Nov 2023, Orsay, France. ⟨hal-04423361⟩
Year of publication
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Pré-publication, Document de travail
Nathalie Mejean-Perrot, Alberto Tonda, Nadia Boukhelifa, Ilaria Brunetti, Anastasia Bezerianos, et al.. Machine learning for agri-food processes: 4 learning from data, human knowledge and interactions| Book chapter Part of ISBN: 9780323984836 Current developments in biotechnology and bioengineering 2022. 2023. ⟨hal-04298862⟩
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Poster de conférence
Marie-Constance Corsi, Pierpaolo Sorrentino, Denis P Schwartz, Nathalie George, Leonardo L. Gollo, et al.. Neuronal avalanches as potential features for Brain-Computer Interfaces. Organization of Human Brain Mapping. OHBM 2024 – Organization for Human Brain Mapping, Jun 2024, Seoul, South Korea. Abstract Book 6: OHBM 2024 Annual Meeting https://doi.org/10.52294/001c.120596, 4 (1), 2024. ⟨hal-04701010⟩
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Communication dans un congrès
Q Bruant, B Dalena, A Chance, V Gautard, F Bugiotti, et al.. Emittance tuning of the FCC-ee High Energy Booster ring. 16th International Particle Accelerator Conference, Jun 2025, Taipei, Taiwan. pp.012005, ⟨10.1088/1742-6596/3094/1/012005⟩. ⟨hal-05251139⟩
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Article dans une revue
Andrea Düll, Alexander Nies, Álvaro Echeverría de Encio, Lyes Kahouadji, Seungwon Shin, et al.. Three-dimensional effects on carbon capture in wavy falling films. International Journal of Multiphase Flow, 2026, 197, pp.105624. ⟨10.1016/j.ijmultiphaseflow.2026.105624⟩. ⟨hal-05490273⟩
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Article dans une revue
S. Rosset, D. Tribout, L. Lamel. Multi-level Information and Automatic dialog Act Detection in Human-Human Spoken Dialogs. Speech Communication, 2007, 50 (1), pp.1. ⟨10.1016/j.specom.2007.05.007⟩. ⟨hal-00499189⟩
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Communication dans un congrès
Sarah Fdili Alaoui, Baptiste Caramiaux, Marcos Serrano. From Dance to Touch: Movement Qualities for Interaction Design. CHI, May 2011, Vancouver, Canada. pp.1-1. ⟨hal-01161268⟩
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Communication dans un congrès
Martine Adda-Decker, Elisabeth Delais-Roussarie, Cécile Fougeron, Cédric Gendrot, Lori Lamel. La liaison dans la parole spontanée familière: explorations semi-automatiques de grands corpus. Journées d’études sur la Parole (JEP-TALN 2012), Jun 2012, Grenoble, France. pp.545-552. ⟨halshs-00751058⟩
Year of publication
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Communication dans un congrès
Sarah Fdili Alaoui, Baptiste Caramiaux, Marcos Serrano, Frédéric Bevilacqua. Movement Qualities as Interaction Modality. Designing Interactive Systems (DIS’2012), Jun 2012, Newcastle, United Kingdom. pp.761-769, ⟨10.1145/2317956.2318071⟩. ⟨hal-01161433⟩
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Communication dans un congrès
Sylvain Bouveret, Emmanuelle Frenoux, Laurent Lefèvre, Didier Mallarino, Denis Trystam. IAIntelligence Artificielle générative sobre : un oxymore ?. JRES (Journées réseaux de l’enseignement et de la recherche ) 2024, Renater, Dec 2024, Rennes, France. ⟨hal-04893830⟩
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Communication dans un congrès
Idrissa Mahamoudou Dicko, Nona Naderi. Biomedical hallucination detection of LLMs using Med-HALT and HaloScope frameworks. 10th Junior Conference on Data Sciences and Engineering Conference (JDSE 2025), Sep 2025, Paris, France. ⟨hal-05483690⟩
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Pré-publication, Document de travail
Armand Lacombe, Michèle Sébag. Asymmetrical Latent Representation for Individual Treatment Effect Modeling. 2026. ⟨hal-05490226⟩
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Communication dans un congrès
Anne Sergent, Patrick Le Quéré. Structure de l’ecoulement de Rayleigh-Benard en cavite cartesienne de rapport de forme modere. CFM 2007 – 18ème Congrès Français de Mécanique, Aug 2007, Grenoble, France. ⟨hal-03361609⟩
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Communication dans un congrès
Charles Garnier, Anne Sergent, Patrick Le Quere. Optimisation par krigeage de l’écoulement au sein d’un canal vertical asymétriquement chauffé. CFM 2013 – 21ème Congrès Français de Mécanique, Aug 2013, Bordeaux, France. ⟨hal-03439850⟩
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Communication dans un congrès
Huong Lan Tran, Anne Sergent, Gilles Bernard-Michel, Patrick Le Quere. Numerical study of laminar starting forced plumes at high Schmidt number. CFM 2013 – 21ème Congrès Français de Mécanique, Aug 2013, Bordeaux, France. ⟨hal-03439815⟩
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Communication dans un congrès
Elie Saikali, Anne Sergent, Gilles Bernard-Michel, Christian Tenaud. Large eddy simulations of an air-helium buoyant jet in a two vented enclosure: influence of the outlet boundary condition. CFM 2017 – 23ème Congrès Français de Mécanique, Aug 2017, Lille, France. ⟨hal-03465740⟩
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Thèse
Nilo Schwencke. Natural gradients and kernel methods for Physics Informed Neural Networks (PINNs). Machine Learning [cs.LG]. Université paris saclay, 2025. English. ⟨NNT : 2025UPASG087⟩. ⟨tel-05474926v1⟩
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Thèse
Jean-Baptiste Malagnoux. Apprentissage de dictionnaires convolutifs et factorisation non négative de matrices pour la séparation de sources et les problèmes inverses. Mathématiques [math]. Université Paris – Saclay, 2025. Français. ⟨NNT : 2025UPASG096⟩. ⟨tel-05472451⟩
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Article dans une revue
Hugo Gabrielidis, Filippo Gatti, Stéphane Vialle. Physics-based super-resolved simulation of 3D elastic wave propagation adopting scalable diffusion transformer. Computer Physics Communications, 2026, 320, pp.109930. ⟨10.1016/j.cpc.2025.109930⟩. ⟨hal-05485963⟩
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Son
Michel Beaudouin-Lafon, Thierry Crouzet, Simon Bréan. Qui crée : l’IAIntelligence Artificielle ou le rédacteur du prompt ? Résponsabilités et transparence à l’heure des usages quotidiens. 2025. ⟨hal-05272254⟩
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Son
Michel Beaudouin-Lafon, Alexandra Bensamoun, Camille Bloomfield, Chloé Thomas. Transparence, responsabilités, normes et régulations dans l’IAIntelligence Artificielle en matière d’édition : par quoi commencer. 2025. ⟨hal-05272235⟩
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N°spécial de revue/special issue
Fatiha Saïs, Caio Corro, Gaël Lejeune, Dominique Longin. PFIA 2025. Bulletin de l’Association Française pour l’Intelligence Artificielle, 130, 2025, Association Française pour l’Intelligence Artificielle. ⟨hal-05480308⟩
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Communication dans un congrès
Yanis Zatout. Simulation and learning of turbulent highly anisothermal flows for next generation solar receivers. Séminaire au LISN, Dec 2025, Orsay, France. ⟨hal-05455007⟩
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Communication dans un congrès
Wen Yang, Jalel Chergui, Yann Fraigneau, Ivan Delbende, Witkowski, Laurent Martin. Free surface flow driven by a rotating end wall in a stationary cylinder: Structure of the axisymmetric base flow. CFM 2017 – 23ème Congrès Français de Mécanique, Aug 2017, Lille, France. ⟨hal-03465413⟩
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Article dans une revue
Alma Guilbert, Tristan-Gael Bara, Tifanie Bouchara. Auditory-motor adaptation: induction of a lateral shift in sound localization after biased immersive virtual reality training. Frontiers in Cognition, 2024, 3, pp.1400292. ⟨10.3389/fcogn.2024.1400292⟩. ⟨hal-05474488⟩
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Article dans une revue
Marine Gaffard, Clémence Bourlon, Tristan-Gaël Bara, Tifanie Bouchara, Florence Colle, et al.. Ecological assessment of unilateral spatial neglect in immersive virtual reality: A multiple-case study to assess the feasibility and relevance of a Baking Tray Task. Neuropsychological Rehabilitation, 2024, 35 (6), pp.1210-1228. ⟨10.1080/09602011.2024.2394527⟩. ⟨hal-05474469⟩
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Thèse
Alice Lacan. Transcriptomics data generation with deep generative models. Artificial Intelligence [cs.AIArtificial Intelligence]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG010⟩. ⟨tel-04996930⟩
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Thèse
Antoine Szatkownik. Latent generative modeling and synthetic data evaluation in population genomics. Computer Science [cs]. Université Paris-Saclay, 2025. English. ⟨NNT : 2020UPASA001⟩. ⟨tel-05475569⟩
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Communication dans un congrès
Burak Yelmen, Merve Nur Güler, Tõnu Kollo, Märt Möls, Guillaume Charpiat, et al.. Bias in genome-wide association testDéfinition courte Lorem ipsum statistics due to omitted interactions. RECOMB 2026 – 30th Annual International Conference on Research in Computational Molecular Biology, May 2026, Thessaloniki, Greece. ⟨10.1101/2025.11.21.689603⟩. ⟨hal-05474710⟩
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Communication dans un congrès
Joseph Touzet, Oguz Kaya, Pablo Arrighi, Amélia Durbec. QUIDS: A Large-Scale Distributed Framework for Quantum Irregular Dynamics Simulations. Q-CASA 2025 – IPDPS Workshop on Quantum Computing Algorithms, Systems, and Applications, Jun 2025, Milan, Italy. pp.491-500, ⟨10.1109/IPDPSW66978.2025.00080⟩. ⟨hal-05472605⟩
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Article dans une revue
Loulou Kosmala, Claire Danet, Stéphanie Caët, Aliyah Morgenstern. Doing Attending in Multi-Party Dinner Settings : Static and Dynamic Forms of Attention in French and French Sign Language. Social Interaction. Video-Based Studies of Human Sociality, 2026, 9 (1), ⟨10.7146/si.v9i1.147722⟩. ⟨hal-05471823⟩
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Article dans une revue
Michael Tangermann, Sylvain Chevallier, Matthias Dold, Pierre Guetschel, Reinmar Kobler, et al.. Learning from small datasets — review of workshop 6 of the 10th International BCI Meeting 2023. Journal of Neural Engineering, 2025, 22 (3), pp.033001. ⟨10.1088/1741-2552/addf80⟩. ⟨hal-05462858⟩
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Article dans une revue
Pierre Aboulker, Frédéric Havet, François Pirot, Juliette Schabanel. Minimum Acyclic Number and Maximum Dichromatic Number of Oriented Triangle-Free Graphs of a Given Order. The Electronic Journal of Combinatorics, 2025, 32 (4), pp.P4.27. ⟨10.37236/12862⟩. ⟨hal-05470628⟩
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Pré-publication, Document de travail
Anaclara Alvez-Canepa, Cyril Furtlehner, François Landes. Learning and extrapolating scale-invariant processes. 2025. ⟨hal-05470825⟩
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Article dans une revue
Julien Bezançon, Antoine Gautier. Snowclones on Thin Ice: An Empirical Study on Snowclones and Defixed Multiword Expressions. Lexis. Journal in English Lexicology, 2026, 26, ⟨10.4000/15i65⟩. ⟨halshs-05471133⟩
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Communication dans un congrès
Mahery Henintsoa Andriamahefa, Vincent Bourdin, Anne Migan-Dubois, Xavier Mininger, Johan Parra, et al.. Optimized Control of a Dual-Axis PV Solar Tracker using a Radiometric Cube and an Artificial Neural Network. 2024 IEEE 52nd Photovoltaic Specialist Conference (PVSC), Jun 2024, Seattle, United States. pp.1296-1301, ⟨10.1109/PVSC57443.2024.10749620⟩. ⟨hal-05224562⟩
Year of publication
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Communication dans un congrès
Giovanni Catania, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane. A theoretical framework for overfitting in energy-based modeling. ICML 2025 – 42nd International Conference on Machine Learning, Jul 2025, Vancouver, Canada. pp.6891-6919. ⟨hal-05466288⟩
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Pré-publication, Document de travail
Sergio Chibbaro, Cyril Furtlehner, Théo Marchetta, Andrei-Tiberiu Pantea, Davide Rossetti. Building causation links in stochastic nonlinear systems from data. 2025. ⟨hal-05466316⟩
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Article dans une revue
Chloé Le Bail. Understanding the influence of ideology on the dynamics of sociotechnical systems through co-design activities: a case study in a cohousing community. Ergonomics, 2026, pp.1-18. ⟨10.1080/00140139.2026.2617441⟩. ⟨hal-05467174⟩
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Communication dans un congrès
Nicolas Périnet, Damir Juric, Laurette Tuckerman. Simulation numérique des ondes de Faraday. CFM 2009 – 19ème Congrès Français de Mécanique, Aug 2009, Marseille, France. ⟨hal-03390737⟩
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Communication dans un congrès
Audrey Marquet, Vincent Boccara, Stella Duvenci-Langa, Catherine Delgoulet. An Exploratory Study of the Issues of a Professionalization to the Industrial Safety in a French Railway Company. Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018), Aug 2018, Florence, Italy. pp.192 – 198, ⟨10.1007/978-3-319-96080-7_23⟩. ⟨hal-05446198⟩
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Chapitre d'ouvrage
Philippe Boula de Mareüil, Albert Rilliard, Frédéric Vernier. Valorisation de la diversité linguistique à travers un atlas sonore. Myriam Caressa; Christophe Doubovetzky. Langue(s) et droit(s). Enjeux et paradoxes en France, L’Harmattan, pp.177-188, 2025, Logiques Juridiques, 978-2-336-55319-1. ⟨hal-05464189⟩
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Article dans une revue
Nathalie Delprat. Poétique de la corde raide : recherches et créations en rêverie augmentée. PLASTIR, 2025, PLASTIR, 78, pp.1-21. ⟨hal-05370811⟩
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Chapitre d'ouvrage
Natalia Grabar, Thierry Hamon, Emmanuelle Canut. Le langage simplifié pour le public FLE : des critères linguistiques à interroger. Éducation, formation et communication. L’accompagnement des publics en exil. Problèmes de langue et modalités de communication, A paraître, 2865310019. ⟨hal-05465059⟩
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Article dans une revue
Anjani Dhrangadhariya, Roger Hilfiker, Karl Martin Sattelmayer, Nona Naderi, Katia Giacomino, et al.. RoBuster: A Corpus Annotated with Risk of Bias Text Spans in Randomized Controlled Trials in Physiotherapy and Rehabilitation (forthcoming/in press). JMIR Formative Research, In press, ⟨10.2196/55127⟩. ⟨hal-05462769⟩
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Thèse
Audrey Poinsot. Structural Causal Models for Synthetic Data Generation. Other [cs.OH]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG097⟩. ⟨tel-05461449⟩
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Article dans une revue
El-Hacen Diallo, Khaldoun Al Agha, Steven Martin. TRADE-5G: A blockchain-based transparent and secure resource exchange for 5G network slicing. Blockchain: Research and Applications, 2025, 6 (1), pp.100246. ⟨10.1016/j.bcra.2024.100246⟩. ⟨hal-05460607⟩
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Communication dans un congrès
Fanny Ducel, Karën Fort, Aurélie Névéol. La linguistique appliquée pour une IAIntelligence Artificielle plus éthique. NéALA 2025 – Colloque sur Naturel et Artificiel en Linguistique Appliquée : une époque de paradoxes, Jul 2025, Nancy, France. ⟨hal-05457534⟩
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Autre publication scientifique
Luciana Benotti, Fanny Ducel, Karën Fort, Guido Ivetta, Zhijing Jin, et al.. Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 5: Tutorial Abstracts), 2025, ⟨10.18653/v1/2025.acl-tutorials.5⟩. ⟨hal-05457524⟩
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Communication dans un congrès
Khaldoun Al Agha, Guy Pujolle. Intelligent Energy Arbitration in Edge Networks with Distributed Digital Twins. 2025 13th Wireless Days Conference (WD’25), Dec 2025, Niterói, Rio de Janeiro, Brazil. pp.1-7, ⟨10.1109/WD67713.2025.11302632⟩. ⟨hal-05460627⟩
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Communication dans un congrès
Abdulhakeem Abdulazeez, Nicola Zema, Tara Ali-Yahiya, Steven Martin. Edge-Enhanced Attention Mechanism for Dynamic UAV Formation Fault Detection. 2025 International Symposium on Networks, Computers and Communications (ISNCC), Oct 2025, Paris, France. pp.1-8, ⟨10.1109/ISNCC66965.2025.11250475⟩. ⟨hal-05458459⟩
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Article dans une revue
Yanis Zatout, Adrien Toutant, Onofrio Semeraro, Lionel Mathelin, Françoise Bataille. A priori reconstruction of Thermal-Large Eddy Simulation (T-LES) by Deep Learning Reconstruction a priori de champs de Simulations des Grandes Echelles Thermiques par Apprentissage Profond. Entropie : thermodynamique – énergie – environnement – économie, 2023, 4 (3), ⟨10.21494/ISTE.OP.2023.1015⟩. ⟨hal-05454757⟩
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Article dans une revue
Mathieu Laï-King, Patrick Paroubek. Evaluation of Clinical Trials Reporting Quality using Large Language Models. Revue TALTraitement Automatique des langues : traitement automatique des langues, 2024, 65 (2), pp.13-38. ⟨10.57896/2024-talTraitement Automatique des langues-65_2_1⟩. ⟨hal-05447024⟩
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Chapitre d'ouvrage
Simon Devauchelle, Albert Rilliard, David Doukhan, Lucas Ondel Yang. Variation of Perceived Voice Pitch Across Time Periods, Gender, and Age in French Media Archives. Valentina De Iacovo; Bianca Maria De Paolis; Daniela Mereu. The voice in the media and new technologies, 12 (004), Officinaventuno, pp.47-71, 2024, Studi Associazione Italiana Scienze della Voce, 978-88-97657-73-6. ⟨10.17469/O2112AISV000004⟩. ⟨hal-05450567⟩
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Poster de conférence
Yanis Zatout, Adrien Toutant, Onofrio Semeraro, Lionel Mathelin, Françoise Bataille. Weakly supervised learning for a priori reconstruction of Thermal Large Eddy Simulations using two-point correlations Modeling of the solar receiver Methods Context Context Modeling and methods Modeling and methods Results and conclusion Results and conclusion. Congrès Français de Thermique, Jun 2024, Strasbourg, France. ⟨hal-05454986⟩
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Thèse
Armand Stricker. Towards More Natural Dialogues : Integrating Chitchat Capabilities into Task-oriented Dialogue Agents. Document and Text Processing. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG065⟩. ⟨tel-05453281⟩
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Pré-publication, Document de travail
Yanis Zatout, Françoise Bataille, Adrien Toutant. A posteriori study of Thermal-Large Eddy Simulation in solar receiver operating conditions. 2026. ⟨hal-05455010⟩
Year of publication
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Pré-publication, Document de travail
Yanis Zatout, Françoise Bataille, Adrien Toutant. Effects of Spanwise Wall Oscillations on Heat Transfer and Drag in an Asymmetrically Heated Channel. 2026. ⟨hal-05455017⟩
Year of publication
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Pré-publication, Document de travail
Panayiotis Panayiotou, Audrey Poinsot, Alessandro Leite, Nicolas Chesneau, Marc Schoenauer, et al.. CausalProfiler: Generating Synthetic Benchmarks for Rigorous and Transparent Evaluation of Causal Machine Learning. 2026. ⟨hal-05455135⟩
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Article dans une revue
Clément Bernard, Guillaume Postic, Sahar Ghannay, Fariza Tahi. RNAdvisor 2: A unified platform for RNA 3D model quality assessment using metrics, scoring functions, and meta-metrics. Scientific Reports, 2025, 15 (1), pp.41487. ⟨10.1038/s41598-025-23326-y⟩. ⟨hal-05452894⟩
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Communication dans un congrès
Audrey Marquet, Stella Duvenci-Langa, Catherine Delgoulet, V Boccara. Proposition d’une démarche d’analyse de l’activité pour l’évaluation de dispositifs de développement des compétences en sécurité des salariés du secteur ferroviaire articulant « travail, acteurs et parcours ». Entre pressions institutionnelles et autonomie du sujet : quelles analyses de l’activité en situation de travail en didactique professionnelle ?, Jul 2017, Lille, France. ⟨hal-05446288⟩
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Poster de conférence
Audrey Marquet, Catherine Delgoulet, Vincent Boccara, Stella Duvenci-Langa. Vers une évaluation des dispositifs de professionnalisation à la sécurité des salariés du secteur ferroviaire, articulant : travail, acteurs et parcours. Présent et futur de l’ergonomie – Répondre aux défis actuels et être acteur des évolutions de demain, Sep 2017, Toulouse, France. ⟨hal-05446146⟩
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Communication dans un congrès
Mathieu Laï-King, Patrick Paroubek. Pre-training data selection for biomedical domain adaptation using journal impact metrics. 23rd Workshop on Biomedical Natural Language Processing, Aug 2024, Bangkok, Thailand. pp.363-369, ⟨10.18653/v1/2024.bionlp-1.27⟩. ⟨hal-05447036⟩
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Communication dans un congrès
Mathieu Schumann, Quentin Reynaud, François Sempé, Mathieu Durand-Daubin, Mona Moussawel, et al.. The importance of strongly coupling human activity, appliance use and electricity tariffs for load curve simulation in the residential sector. 18th International Building Performance Simulation Association Conference, Aug 2025, Brisbane, Australia. ⟨10.26868/25222708.2025.1324⟩. ⟨hal-05446312⟩
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Communication dans un congrès
Reinis Cirpons, Florent Hivert, Assia Mahboubi, Guillaume Melquiond, James D Mitchell, et al.. Certifying the Decidability of the Word Problem in Monoids at Large. CPP 2026 – 15th ACM SIGPLAN International Conference on Certified Programs and Proofs, Jan 2026, Rennes, France. pp.128-142, ⟨10.1145/3779031.3779101⟩. ⟨hal-05448783⟩
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Communication dans un congrès
Jarred Gershon Green, Alessandro Carosi, Lara Nava, Barbara Patricelli, Fabian Schüssler, et al.. Chasing Gravitational Waves with the Cherenkov Telescope Array. ICRC 2023 – 38th International Cosmic Ray Conference, Jul 2023, Nagoya, Japan. pp.1534, ⟨10.22323/1.444.1534⟩. ⟨hal-05448187⟩
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Communication dans un congrès
Khaldoun Al Agha, Pauline Loygue, Guy Pujolle. Preparing for the 6G Era: Introducing the Internet of Edges. NOMS 2024-2024 IEEE Network Operations and Management Symposium, May 2024, Seoul, South Korea. pp.1-3, ⟨10.1109/NOMS59830.2024.10575595⟩. ⟨hal-05450988⟩
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Communication dans un congrès
Kinda Khawam, Hussein Taleb, Samer Lahoud, Hassan Fawaz, Dominique Quadri, et al.. Non-Cooperative Edge Server Selection Game for Federated Learning in IoT. NOMS 2024-2024 IEEE Network Operations and Management Symposium, May 2024, Seoul, South Korea. pp.1-6, ⟨10.1109/NOMS59830.2024.10575406⟩. ⟨hal-05450907⟩
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Communication dans un congrès
Yeabsira Asefa Ashengo, Tara Ali Yahiya, Nicola Roberto Zema. Efficient Task Offloading in Multi-access Edge Computing Servers using Asynchronous Meta Reinforcement Learning in 5G. 2024 IEEE Symposium on Computers and Communications (ISCC), Jun 2024, Paris, France. pp.1-6, ⟨10.1109/ISCC61673.2024.10733620⟩. ⟨hal-05451050⟩
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Article dans une revue
El-Hacen Diallo, Rouwaida Abdallah, Mohammad Dib, Omar Dib. Decentralized Incident Reporting: Mobilizing Urban Communities with Blockchain. Smart Cities, 2024, 7 (4), pp.2283-2317. ⟨10.3390/smartcities7040090⟩. ⟨hal-05451117⟩
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Communication dans un congrès
Kinda Khawam, Hussein Taleb, Hassan Fawaz, Samer Lahoud, Dominique Quadri, et al.. Edge Selection Non-Cooperative Game in IoT Edge Computing. 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sep 2024, Valencia, Spain. pp.1-6, ⟨10.1109/PIMRC59610.2024.10817426⟩. ⟨hal-05450894⟩
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Article dans une revue
El-Hacen Diallo, Mohameden Dieye, Omar Dib, Pierre Valiorgue. An agnostic and secure interoperability protocol for seamless asset movement. Journal of Network and Computer Applications (JNCA), 2024, 230, pp.103930. ⟨10.1016/j.jnca.2024.103930⟩. ⟨hal-05451144⟩
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Communication dans un congrès
Hugo de Oliveira, Megumi Kaneko, Lila Boukhatem. Smart Band Association for Wireless IoT Networks: a Personalized Federated Multi-Agent Deep Reinforcement Learning Approach. 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), Oct 2024, Washington, United States. pp.1-6, ⟨10.1109/VTC2024-Fall63153.2024.10757445⟩. ⟨hal-05451023⟩
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Communication dans un congrès
Abdulhakeem Abdulazeez, Nicola Roberto Zema, Tara Ali Yahiya, Steven Martin. Formation Control of UAV-fleet With Orientation Alignment: A Multi-Agent Actor-Critic Based Approach. IFIP Wireless and Mobile Networking Conference, Nov 2024, Venice, Italy. ⟨10.52545/3-4⟩. ⟨hal-05450924⟩
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Article dans une revue
Hugo De Oliveira, Megumi Kaneko, Lila Boukhatem. Federated Multiagent Deep Reinforcement Learning for Intelligent IoT Wireless Communications: Overview and Challenges. IEEE Vehicular Technology Magazine, 2024, 19 (4), pp.73-82. ⟨10.1109/MVT.2024.3451191⟩. ⟨hal-05451012⟩