Teacher-Researcher
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
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Researcher
Head of Data Science Department
Recent publications
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Pré-publication, Document de travail
Gabrielidis Hugo, Filippo Gatti, Vialle Stephane. Physics-Based Super-Resolved Simulation of 3D Elastic Wave Propagation Adopting Scalable Diffusion Transformer. 2025. ⟨hal-05044913⟩
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Logiciel
Pierre Thomas Froidevaux, Alexandre Blondin-Massé, Chiara Marmo, Jérémy Neveu, Jean Privat, et al.. Travo. 2025, ⟨swh:1:dir:25c53be9cb372dca46dc311c114c9d961127225b;origin=https://gitlab.com/travo-cr/travo;visit=swh:1:snp:5f0faa62d3619f576a8a041c609ac66820f54a80;anchor=swh:1:rev:fd9302aab27cb93dc1ef24b3ab13a3da163564ca⟩. ⟨hal-05030605⟩
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Article dans une revue
B. Podvin, Yann Fraigneau. Low-dimensional analysis and modelling of the flow over a forward-facing step. Journal of Fluid Mechanics, 2024, 1000, pp.A69. ⟨10.1017/jfm.2024.1051⟩. ⟨hal-05042685⟩
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Article dans une revue
Diana Baltean-Carlès, Yann Fraigneau, Catherine Weisman. Gravity effects in a compact thermoacoustic cavity. Journal of the Acoustical Society of America, 2025, 157 (2), pp.833-844. ⟨10.1121/10.0035581⟩. ⟨hal-05042693⟩
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Pré-publication, Document de travail
Felipe V. Furquim, Daniel Cordeiro, Valentin Dardilhac, Johanne Cohen. Characterizing Strategyproofness Through Score Functions in Voting Mechanisms. 2025. ⟨hal-05040764⟩
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N°spécial de revue/special issue
Julien Rauch, Damien Rontani, Stéphane Vialle. Data clustering on hybrid classical-quantum NISQ architecture with generative-based variational and parallel algorithms. Journal of Systems Architecture, 2025. ⟨hal-05040633⟩
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N°spécial de revue/special issue
Guanlin He, Marc Baboulin, Stéphane Vialle. Generating Sparse Matrices for Large-scale Spectral Clustering on a Single GPU. International Journal of Parallel Programming, 2025. ⟨hal-05040711⟩
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Article dans une revue
Benoist Laurent, André Lanrezac, Hubert Santuz, Nicolas Ferey, Olivier Delalande, et al.. BioSpring: An elastic network framework for interactive exploration of macromolecular mechanics. Protein Science, 2025, 34 (5), pp.e70130. ⟨10.1002/pro.70130⟩. ⟨hal-05039981⟩
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Communication dans un congrès
Clément Chenevière, Wenjie Fang, Corentin Henriet. A new definition for m-Cambrian lattices. 37th International Conference on Formal Power Series and Algebraic Combinatorics (Sapporo 2025), Jul 2025, Sapporo, Hokkaido, Japan. ⟨hal-05033707⟩
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Article dans une revue
Nemo Malhomme, Davide Faranda, Lionel Mathelin, Bérengère Podvin. Evaluation of the Atmospheric Circulation of CMIP6 Models for Extreme Temperature Events Using Latent Dirichlet Allocation. Journal of Climate, 2025, 38 (5), pp.1289-1304. ⟨10.1175/JCLI-D-23-0719.1⟩. ⟨hal-05029195⟩
Year of publication
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Article dans une revue
Debashis Panda, Lyes Kahouadji, Laurette Tuckerman, Seungwon Shin, Jalel Chergui, et al.. Marangoni-driven patterns, ridges, and hills in surfactant-covered parametric surface waves. Journal of Fluid Mechanics, 2025, 1008, pp.R4. ⟨10.1017/jfm.2025.245⟩. ⟨hal-05029962⟩
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Communication dans un congrès
Virginie Daru, Marie-Christine Duluc, Patrick Le Quéré, Damir Juric. Simulation numérique d’écoulements liquide-gaz en approximation bas Mach. Congrès Français de Mécanique, Jan 2009, Marseille, France. pp.1-6. ⟨hal-05029137⟩
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Pré-publication, Document de travail
Benjamin Hellouin de Menibus, Ville Salo, Ilkka Törmä. Symbol Frequencies in Surjective Cellular Automata. 2025. ⟨hal-05026614⟩
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Rapport
Ségolène Aymé, R Choquet, L Devillers, M Gilard, M Kelly-Irving, et al.. Benefits and Risks of Using Health Data for Research. Paris Brain Institute-ICM, Inserm U 1127, CNRS UMRUnité Mixte de Recherche 7225, Sorbonne University, Paris, France. 2023. ⟨hal-04371062⟩
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Article dans une revue
F. Tuerke, F. Lusseyran, Denisse Sciamarella, L. Pastur, G. Artana. Nonlinear delayed feedback model for incompressible open cavity flow. Physical Review Fluids, 2020, 5 (2), pp.1-13. ⟨10.1103/physrevfluids.5.024401⟩. ⟨hal-03029730⟩
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Article dans une revue
Frédérique Mélanie-Becquet, Jean Barré, Olga Seminck, Clément Plancq, Marco Naguib, et al.. BookNLP-fr, the French Version of BookNLP.. Journal of Computational Literary Studies, 2024, 3 (1), pp.1-34. ⟨10.48694/jcls.3924⟩. ⟨hal-04838805⟩
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Pré-publication, Document de travail
Niccolò Perrone, Fanny Lehmann, Hugo Gabrielidis, Stefania Fresca, Filippo Gatti. Integrating Fourier Neural Operators with Diffusion Models to improve Spectral Representation of Synthetic Earthquake Ground Motion Response. 2025. ⟨hal-05016980⟩
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Pré-publication, Document de travail
Guillaume Attuel, Matthieu Kowalski. Quantum pseudo-weirdness: Disentangling myth from reality.. 2025. ⟨hal-04970178v3⟩
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Communication dans un congrès
Djamel Mesbah, Nour El Madhoun, Khaldoun Al Agha, Hani Chalouati. Exploring NLP Techniques for Code Smell Detection: A Comparative Study. The 39th International Conference on Advanced Information Networking and Applications (AINA-2025), Apr 2025, Barcelone, Spain. ⟨hal-05014865⟩
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Communication dans un congrès
Vanessa Peña-Araya, Consuelo Martínez Fontaine, Xiang Wei, Guillaume Delpech, Anastasia Bezerianos. Uncertainty in Science is Malleable. Advocating for User-Agency in Defining Uncertainty in Visualizations: a Case Study in Geology. CHI 2025 – 43rd SIGCHI conference on Human Factors in computing systems, ACM, Apr 2025, Yokohama, Japan. ⟨10.1145/3706598.3713972⟩. ⟨hal-05004600⟩
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Article dans une revue
Ying Wang, Anne Sergent, Didier Saury, Denis Lemonnier, Patrice Joubert. Gas radiation effect on a turbulent thermal plume in a confined cavity using direct numerical simulation. International Journal of Thermal Sciences, 2025, 213, pp.109820. ⟨10.1016/j.ijthermalsci.2025.109820⟩. ⟨hal-04997739⟩
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Thèse
Fabricio Cravo. Design of Distributed Biological Circuits. Bioinformatics [q-bio.QM]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG059⟩. ⟨tel-05007253⟩
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Communication dans un congrès
Lisa Raithel, Philippe Thomas, Bhuvanesh Verma, Roland Roller, Hui-Syuan Yeh, et al.. Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese. The 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks, Association for Computational Linguistics, Aug 2024, Bangkok, Thailand. pp.170-182. ⟨hal-04781015⟩
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Article dans une revue
Grégoire Menguy, Sébastien Bardin, Arnaud Gotlieb, Nadjib Lazaar. A Query-Based Constraint Acquisition Approach for Enhanced Precision in Program Precondition Inference. Journal of Artificial Intelligence Research, 2025, 82, pp.901-936. ⟨10.1613/jair.1.16206⟩. ⟨hal-04996488⟩
Year of publication
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Pré-publication, Document de travail
Mathilde Aguiar, Pierre Zweigenbaum, Nona Naderi. Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View. 2025. ⟨hal-04992084⟩
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Pré-publication, Document de travail
Marc Baboulin, Oguz Kaya, Theo Mary, Matthieu Robeyns. Numerical stability of tree tensor network operations, and a stable rounding algorithm. 2025. ⟨hal-04996127⟩
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Chapitre d'ouvrage
Mathieu Constant, Marie Candito, Yannick Parmentier, Carlos Ramisch, Agata Savary. Construction, exploitation et exploration de ressources linguistiques pour le traitement automatique des expressions polylexicales en français : le projet PARSEME-FR. Lidia Becker; Julia Kuhn; Christina Ossenkop; Claudia Polzin-Haumann; Elton Prifti. Digitale romanistische Sprachwissenschaft: Stand und Perspektiven, Narr Francke Attempto Verlag GmbH + Co. KG, pp.219-250, 2023, Romanistisches Kolloquium, 978-3-8233-8506-6. ⟨hal-04995189⟩
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Communication dans un congrès
Inoussa Ouedraogo, Huyen Nguyen, Patrick Bourdot. Where to Draw the Line: Physical Space Partitioning and View Privacy in AR-based Co-located Collaboration for Immersive Analytics. ACM 2024 Symposium on Spatial User Interaction (SUI ’24), Oct 2024, Trier, Germany. pp.20, ⟨10.1145/3677386.3682085⟩. ⟨hal-04701730⟩
ARAIAugmented Reality and Artificial Intelligence, VENISE
Year of publication
Available in free access
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Thèse
Rémi Uro. Détection et caractérisation des interruptions dans les interactions orales pour la description du comportement des femmes et des hommes dans les contenus audiovisuels. Informatique et langage [cs.CL]. Université Paris-Saclay, 2024. Français. ⟨NNT : 2024UPASG055⟩. ⟨tel-04994439⟩
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Poster de conférence
Cyriaque Rousselot, Olivier Allais, Philippe Caillou, Julia Mink, Florian Yger. Assessing the Impact of Pesticide Exposure on Population Health Using Large-Scale Data Integration and Modelling. E4H Annual Forum, Nov 2024, Palaiseau (Ecole Polytechnique), France. ⟨hal-04991195⟩
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Thèse
Emmanuel Goutierre. Machine learning-based particle accelerator modeling. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG106⟩. ⟨tel-04995631⟩
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Pré-publication, Document de travail
Stéphane Rivaud, Louis Fournier, Thomas Pumir, Eugene Belilovsky, Michael Eickenberg, et al.. PETRA: Parallel End-to-end Training with Reversible Architectures. 2024. ⟨hal-04594647v1⟩
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Communication dans un congrès
Cyriaque Rousselot, Olivier Allais, Philippe Caillou, Julia Mink, Florian Yger. Assessing Impact of Pesticide Exposure on Child Health using Large-Scale Data Integration and Modelling. Workshop Qualité de l’Air, Agriculture et Santé Humaine, Nov 2024, Saint Rémy lès Chevreuses, France. ⟨hal-04991175⟩
Year of publication
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Thèse
Artur Gesla. Numerical investigation of the dynamics of an axisymmetric rotor-stator flow. Fluid mechanics [physics.class-ph]. Sorbonne Université, 2024. English. ⟨NNT : 2024SORUS470⟩. ⟨tel-04990045⟩
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Proceedings/Recueil des communications
Vincent Cavez, Catherine Letondal, Caroline Appert, Emmanuel Pietriga. EuterPen: Unleashing Creative Expression in Music Score Writing. CHI 2025 – 43rd SIGCHI conference on Human Factors in computing systems, Apr 2025, Yokohama, Japan. 2025. ⟨hal-04989074⟩
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Communication dans un congrès
Ivan Delbende, Maurice Rossi, C Selçuk. Saute-mouton de vortex hélicoïdaux : une approche de type système dynamique. congres francais de mécanique, Aug 2019, brest, France. ⟨hal-03064492⟩
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Pré-publication, Document de travail
Victor Spitzer, Céline Gicquel, Evgeny Gurevsky, François Sanson. An approximate dynamic programming approach for multi-stage stochastic lot-sizing under a Decision-Hazard-Decision information structure. 2025. ⟨hal-04987947v2⟩
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Communication dans un congrès
Amel Fraisse, Patrick Paroubek, Ramit Goyal, Nassreddine Znaidi. Measuring Multilingualism in Online Public Access Catalogs. The ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL), Dec 2024, Hong Kong, China. ⟨hal-04986773⟩
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Communication dans un congrès
Manon Scholivet, Agata Savary, Louis Estève, Marie Candito, Carlos Ramisch. SELEXINI – a large and diverse automatically parsed corpus of French. Building and Using Comparable Corpora (BUCC), Jan 2025, Abu DHABI, United Arab Emirates. ⟨hal-04978746⟩
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Thèse
Vincent Cavez. Designing Pen-based Interactions for Productivity and Creativity. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG013⟩. ⟨tel-04986694⟩
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Communication dans un congrès
Michele de Bonis, Patrick Bourdot, Huyen Nguyen. Context-Based Annotation Visualisation in Virtual Reality: A Use Case in Archaeological Data Exploration. EuroXR 21st International Conference 2024, Nov 2024, Athen, Greece. pp.95-119, ⟨10.1007/978-3-031-78593-1_7⟩. ⟨hal-04978190⟩
ARAIAugmented Reality and Artificial Intelligence, ARAIAugmented Reality and Artificial Intelligence, VENISE
Year of publication
Available in free access
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Communication dans un congrès
Katerina Batziakoudi, Florent Cabric, Stéphanie Rey, Jean-Daniel Fekete. Lost in Magnitudes: Exploring Visualization Designs for Large Value Ranges. CHI 2025 – ACM Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. ⟨10.1145/3706598.3713487⟩. ⟨hal-04981028⟩
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Communication dans un congrès
Yue Zhao, Yunhai Wang, Xu Luo, Yanyan Wang, Jean-Daniel Fekete. Libra: An Interaction Model for Data Visualization. CHI 2025 – ACM Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. ⟨10.1145/3706598.3713769⟩. ⟨hal-04979983⟩
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Communication dans un congrès
Daeun Jeong, Sungbok Shin, Jongwook Jeong. Conversation Progress Guide : UI System for Enhancing Self-Efficacy in Conversational AI. ACM Conference on Human Factors in Computing Systems (CHI2025′), Apr 2025, Yokohama, Japan. ⟨10.1145/3706598.3714222⟩. ⟨hal-04977135v2⟩
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Chapitre d'ouvrage
William Turner, Jean-Baptiste Meyer, Paul de Guchteneire, Asmaa Azizi. Diaspora Wissensnetzwerke. Uwe Hunger; Kathrin Kissau. Internet und Migration : Theoretische Zugange und empirische Befunde, VS Verlag, pp.90-130, 2009, ⟨10.1007/978-3-531-91902-7_6⟩. ⟨hal-04972745⟩
Year of publication
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Pré-publication, Document de travail
Christophe Hohlweg, Viviane Pons. A conjecture on descents, inversions and the weak order. 2025. ⟨hal-04966542⟩
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Communication dans un congrès
Michel Beaudouin-Lafon. L’usage du son dans les systèmes interactifs. Journées d’informatique musicale 1994, 1994, Bordeaux, France. 6 p. ⟨hal-03110430⟩
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Proceedings/Recueil des communications
Pierre Liardet, Pierre Collet, Cyril Fonlupt, Evelyne Lutton, Marc Schoenauer. Artificial Evolution. 6th International Conference, Evolution Artificielle, EA 2003, 2936, Springer, pp.1-409, 2004, LNCS 2936, 3540215239. ⟨10.1007/b96080⟩. ⟨inria-00000846⟩
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Communication dans un congrès
Renaud Blanch, Michel Beaudouin-Lafon, Stéphane Conversy, Yannick Jestin, Thomas Baudel, et al.. INDIGO: une architecture pour la conception d’applications graphiques interactives distribuées. IHM’05 17ème Conférence Francophone sur l’Interaction Homme-Machine, ACM, Sep 2005, Toulouse, France. pp.139-146 / ISBN: 978-1-4503-3844-8, ⟨10.1145/1148550.1148568⟩. ⟨hal-01285967⟩
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Chapitre d'ouvrage
Jean Caelen, Michel Beaudouin-Lafon, Francesco Cara, Jean-Michel Hoc, Isabelle Bazet, et al.. Interfaces Homme-Machine. GANASCIA, Jean-Gabrie. Communication et connaissance : Supports et médiations à l’âge de l’information, CNRS Éditions; Editions du CNRS, pp.79-96, 2006, Sciences et techniques de l’ingénieur, 978-2-271-12824-9. ⟨10.4000/books.editionscnrs.30758⟩. ⟨hal-04493868⟩
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Communication dans un congrès
Xiao Xiao, Sarah Fdili Alaoui. Tuning In to Intangibility : Reflections from My First 3 Years of Theremin Learning. DIS 2024 – Designing Interactive Systems Conference, Jul 2024, Copenhagen, Denmark. pp.2649-2659, ⟨10.1145/3643834.3661584⟩. ⟨hal-04930549⟩
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Thèse
Maria Sayu Yamamoto. Addressing the Large Variability of EEG Data with Riemannian Geometry : Toward Designing Reliable Brain-Computer Interfaces. Machine Learning [cs.LG]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG098⟩. ⟨tel-04967163⟩
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Thèse
Hui-Syuan Yeh. Prompt-based Relation Extraction for Pharmacovigilance. Computation and Language [cs.CL]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG097⟩. ⟨tel-04968043⟩
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Article dans une revue
Sungbok Shin, Inyoup Na, Niklas Elmqvist. Drillboards: Adaptive Visualization Dashboards for Dynamic Personalization of Visualization Experiences. IEEE Transactions on Visualization and Computer Graphics, 2025, pp.1-14. ⟨10.1109/TVCG.2025.3542606⟩. ⟨hal-04966768⟩
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Communication dans un congrès
Victor Spitzer, Céline Gicquel, Evgeny Gurevsky, François Sanson. Structural learning of electricity prices for production. 26th Congress of the French Society of Operations Research and Decision Aid (ROADEF 2025), Feb 2025, Champs-sur-Marne, France. ⟨hal-04967831⟩
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Communication dans un congrès
Micheline Elias, Marie-Aude Aufaure, Anastasia Bezerianos. Storytelling in Visual Analytics Tools for Business Intelligence. 14th International Conference on Human-Computer Interaction (INTERACT), Sep 2013, Cape Town, South Africa. pp.280-297, ⟨10.1007/978-3-642-40477-1_18⟩. ⟨hal-00817732v2⟩
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Communication dans un congrès
Gen Wu, Nicolas Grenier, Caroline Nore. Two-fluid Compressible Flows with Multiresolution Adaptive Mesh Refinement. 9th ECCOMAS, APMTAC, Jun 2024, Lisbon, Portugal. ⟨hal-04955216⟩
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Thèse
Michele Quattromini. Graph Neural Networks for fluid mechanics : data-assimilation and optimization. Machine Learning [cs.LG]. Université Paris-Saclay; Politecnico di Bari, 2024. English. ⟨NNT : 2024UPAST161⟩. ⟨tel-04964013⟩
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Rapport
Sylvain Bouveret, Aurélie Bugeau, Frenoux Emmanuelle, Julien Lefevre, Laurent Lefèvre, et al.. Quiz sur les impacts environnementaux du numérique. EcoInfo. 2025, pp.1-5. ⟨hal-04960328v2⟩
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Communication dans un congrès
Lyes Bordja, Laurette Tuckerman, Laurent Martin Witkowski, Mérida Cruz Navarro, Rachid Bessaih. Oscillations dans la convection de Rayleigh Bénard en cavité cylindrique. CFM 2009 – 19ème Congrès Français de Mécanique, Aug 2009, Marseille, France. ⟨hal-03390736⟩
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Thèse
Camille Challant. Représentation formelle avec AZee et contraintes grammaticales pour la langue des signes française. Théorie et langage formel [cs.FL]. Université Paris-Saclay, 2024. Français. ⟨NNT : 2024UPASG086⟩. ⟨tel-04957486⟩
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Article dans une revue
Wendy E Mackay, Christophe Dutheil. L’IHM : réussir le mélange des mondes physique et informatique. Interstices, 2025. ⟨hal-04956619⟩
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Pré-publication, Document de travail
Luc Lebon, Chi-Tuong Pham, Paul Boniface, Laurent Limat. Bénard-von Kármán vortex street in a confined geometry: wavelength selection by Kelvin-Helmholtz instabilities. 2025. ⟨hal-04957697⟩
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Communication dans un congrès
Benjamin Hellouin de Menibus, Pacôme Perrotin. Subshifts Defined by Nondeterministic and Alternating Plane-walking Automata. 42nd International Symposium on Theoretical Aspects of Computer Science (STACS 2025), Mar 2025, Iena, Germany. pp.56, ⟨10.4230/LIPIcs.STACS.2025.56⟩. ⟨hal-04951292⟩
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Poster de conférence
Frédéric Austerlitz, Jérémy Guez, Bruno Toupance, Evelyne Heyer, Flora Jay. Cultural transmission of reproductive success impacts genomic diversity, coalescent tree topologies, and demographic inferences. Probabilistic Modeling in Genomics 2024, Apr 2024, Vienna, Austria. ⟨hal-04952573⟩
Year of publication
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Communication dans un congrès
Eva Boguslawski, Alessandro Leite, Matthieu Dussartre, Benjamin Donnot, Marc Schoenauer. Emulation of Zonal Controllers for the Power System Transport Problem. RJCIA – PFIA 2024 – 23èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Jul 2024, La Rochelle, France. ⟨hal-04942704⟩
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Thèse
Thibault Monsel. Deep Learning for Partially Observed Dynamical Systems. Discrete Mathematics [cs.DM]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG113⟩. ⟨tel-04952358⟩
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Article dans une revue
Huaiwei Bao, Xin Chen, Kecheng Lu, Chi-Wing Fu, Jean-Daniel Fekete, et al.. Bi-Scale density-plot enhancement based on variance-aware filter. Computers and Graphics, In press, 127, pp.104180. ⟨10.1016/j.cag.2025.104180⟩. ⟨hal-04952763⟩
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Article dans une revue
Mathieu Lerouge, Céline Gicquel, Vincent Mousseau, Wassila Ouerdane. Modeling and generating user‐centered contrastive explanations for the workforce scheduling and routing problem. International Transactions in Operational Research, 2024, ⟨10.1111/itor.13594⟩. ⟨hal-04933808⟩
Year of publication
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Autre publication scientifique
Julien Joliclerc, Martin Hachet, Pierre Dragicevic, Ambre Assor, Morgane Koval, et al.. Interaction Humain/Machine. 2025, pp.2. ⟨hal-04935384⟩
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Thèse
Tingying He. Encoding with Patterns : A Design Space and Evaluations. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG042⟩. ⟨tel-04946435⟩
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Article dans une revue
Thibault de Surrel, Sylvain Chevallier, Fabien Lotte, Florian Yger. Geometry-Aware visualization of high dimensional Symmetric Positive Definite matrices. Transactions on Machine Learning Research Journal, 2025. ⟨hal-04942016v2⟩
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Article dans une revue
Zheng Zhang, Brian Denton, Xiaolan Xie. Branch and Price for Chance-Constrained Bin Packing. INFORMS Journal on Computing, 2020, 32 (3), pp.547-564. ⟨10.1287/ijoc.2019.0894⟩. ⟨hal-04941861⟩
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Article dans une revue
Yohann Duguet. Intermittency in Transitional Shear Flows. Entropy, 2021, 23 (3), pp.280. ⟨10.3390/e23030280⟩. ⟨hal-04938938⟩
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Pré-publication, Document de travail
Mouadh Yagoubi, Milad Leyli-Abadi, David Danan, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, et al.. ML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design). 2024. ⟨hal-04944072⟩
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Pré-publication, Document de travail
Alex B. Grilo, AmiArchitectures et modèles pour l'Interaction Paz, Mor Perry. Distributed Non-Interactive Zero-Knowledge Proofs. 2025. ⟨hal-04942069⟩
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Communication dans un congrès
Stacy Hsueh, Marianela Ciolfi Felice, Sarah Fdili Alaoui, Wendy E Mackay. What Counts as ‘Creative’ Work? Articulating Four Epistemic Positions in Creativity-Oriented HCI Research. CHI 2024 – Conference on Human Factors in Computing Systems, May 2024, Honolulu, United States. pp.1 – 15, ⟨10.1145/3613904.3642854⟩. ⟨hal-04930572⟩
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Communication dans un congrès
Simon Devauchelle, David Doukhan, Lucas Ondel Yang, Benjamin Élie, Albert Rilliard. Estimation automatique de caractéristiques acoustiques pour l’étude diachronique du français oral dans les médias. Atelier DAHLIA: DigitAl Humanities and cuLtural herItAge: data and knowledge management and analysis, Claudia Marinica; Fabrice Guillet; Florent Laroche, Jan 2025, Strasbourg, France. ⟨hal-04938377⟩
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Article dans une revue
Dominique Laurent, Nicolas Spyratos. Consistent query answering in multi-relation databases. Information and Computation, 2025, 303, pp.105279. ⟨10.1016/j.ic.2025.105279⟩. ⟨hal-04938667⟩
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Communication dans un congrès
Victor Bréhault, Emmanuel Dubois, Arnaud Prouzeau, Marcos Serrano. A Systematic Literature Review to Characterize Asymmetric Interaction in Collaborative Systems. CHI 2025 – Conference on Human Factors in Computing Systems, ACM, Apr 2025, Yokohama, Japan. ⟨hal-04940558⟩
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Article dans une revue
Rémi Uro, David Doukhan. Pendant le confinement, le temps de parole des femmes a baissé à la télévision et à la radio. La revue des médias, 2020. ⟨hal-04906221⟩
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Communication dans un congrès
Laetitia Biscarrat, Marlène Coulomb-Gully, Cécile Méadel, David Doukhan, Lucie Alexis, et al.. L’invisibilité des femmes dans les médias : un combat dépassé ?. Journée de restitution et d’échanges, Laetitia Biscarrat, Dec 2021, Nice, France. ⟨10.58079/17q5⟩. ⟨hal-04935784⟩
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Thèse
Nemo Malhomme. Statistical learning for climate models. Machine Learning [stat.ML]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPAST165⟩. ⟨tel-04939186⟩
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Communication dans un congrès
Soufiane Mrini, Anne Sergent, Francesca Chillà, Julien Salort, Didier Lucor. Addressing turbulent convection experimental data challenges in PINNs with appropriate physical sampling. Joint event Euromech Colloquium on Data-Driven Fluid Dynamics/2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics, Apr 2025, London, United Kingdom. ⟨hal-04924450⟩
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Communication dans un congrès
Marie-Christine Volk, Didier Lucor, Anne Sergent, Michael Mommert, Christian Bauer, et al.. A PINN Methodology for Temperature Field Inference in the PIV Measurement Plane: Case of Rayleigh-Bénard Convection. Joint event Euromech Colloquium on Data-Driven Fluid Dynamics/2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics, Apr 2025, London, United Kingdom. ⟨hal-04924426⟩
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Communication dans un congrès
Jai Kumar, Anne Sergent, Francesca Chillà, Julien Salort, Didier Lucor. Bridging Experimental shadowgraphs and DNS in Turbulent Convection Using physically-informed U-Net. Joint event Euromech Colloquium on Data-Driven Fluid Dynamics/2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics, Apr 2025, London, United Kingdom. ⟨hal-04924440⟩
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Communication dans un congrès
Fanny Ducel, Nicolas Hiebel, Olivier Ferret, Karën Fort, Aurélie Névéol. “Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French. NAACL 2025 – Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, Apr 2025, Albuquerque, United States. ⟨hal-04938811⟩
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Communication dans un congrès
Sylvain Chevallier, Yann Thanwerdas. Stratified Riemannian geometry for frugal learning with brain signals. Geometric Science of Information, Franck Nielsen; Frédéric Barbaresco, Aug 2023, Saint-Malo, France. ⟨hal-04935637⟩
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Communication dans un congrès
Léa Paymal, Sarah Homewood. Good Days, Bad Days: Understanding the Trajectories of Technology Use During Chronic Fatigue Syndrome. CHI 2024 – Conference on Human Factors in Computing Systems, ACM, May 2024, Honolulu (HI), United States. pp.1-10, ⟨10.1145/3613904.3642553⟩. ⟨hal-04933033⟩
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Pré-publication, Document de travail
Nathan Carbonneau, Julien Salort, Yann Fraigneau, Anne Sergent. Influence of wind on heat transfer in turbulent convection with roughness. 2025. ⟨hal-04928422⟩
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Communication dans un congrès
Benoît Choffin, Fabrice Popineau, Yolaine Bourda, Jill-Jênn Vie. DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills. JDSE 2019 – Paris-Saclay Junior Conference on Data Science and Engineering, Sep 2019, Gif-sur-Yvette, France. ⟨hal-03427048⟩
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Article dans une revue
Maxime Mahout, Ross Carlson, Sabine Peres. Answer Set Programming for Computing Constraints-Based Elementary Flux Modes: Application to Escherichia coli Core Metabolism. Processes, 2020, 8 (12), pp.1649. ⟨10.3390/pr8121649⟩. ⟨hal-03209519⟩
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Article dans une revue
Sarah Fdili Alaoui. Les Intelligences Artificielles à l’interface du corps dansant. Bulletin de l’Association Française pour l’Intelligence Artificielle, 2024, 125, pp.40-44. ⟨hal-04930835⟩
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Thèse
Apolline Mellot. Machine learning and domain adaptation for enhancing the measure of brain health with MEG and EEG signals. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG068⟩. ⟨tel-04906458⟩
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Communication dans un congrès
Seokho Ahn, Hyungjin Kim, Sungbok Shin, Young-Duk Seo. Real-Time Calibration Model for Low-Cost Sensor in Fine-Grained Time Series. AAAI 2025 – The 39th Annual AAAI Conference on Artificial Intelligence, AAAI – Association for the Advancement of Artificial Intelligence, Feb 2025, Philadelphia (PA), United States. ⟨hal-04906168⟩
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Article dans une revue
Clément Bernard, Guillaume Postic, Sahar Ghannay, Fariza Tahi. RNA-TorsionBERT: leveraging language models for RNA 3D torsion angles prediction. Bioinformatics, 2025, 41 (1), pp.btaf004. ⟨10.1093/bioinformatics/btaf004⟩. ⟨hal-04911519⟩
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Communication dans un congrès
Nathan Carbonneau, Julien Salort, Anne Sergent. Spatial modulation of the small coherent structures above a rough plate in turbulent Rayleigh-Bénard convection. 1st European Fluid Dynamics Conference (EFDC1), Sep 2024, Aachen, Germany. ⟨hal-04924300⟩
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Article dans une revue
Marion Ficher, Tom Bauer, Anne-Laure Ligozat. A comprehensive review of the end-of-life modeling in LCAs of digital equipment. International Journal of Life Cycle Assessment, 2024, 30 (1), pp.20-42. ⟨10.1007/s11367-024-02367-x⟩. ⟨hal-04924691⟩
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Thèse
Atilla Kaan Alkan. Natural Language Processing for Analyzing Messages of Astrophysical Observations. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG114⟩. ⟨tel-04928511⟩
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Article dans une revue
Laetitia Biscarrat, Lucie Alexis, Evi Basile-Commaille, Laure Beaulieu, David Doukhan, et al.. Geschlechterordnung und Radiowellen. Frauen in den französischen Morgennachrichten. Rundfunk und Geschichte , 2024, 50 (1-2), p. 68-81. ⟨hal-04924717⟩
Year of publication