SDD

Data Science

The Data Science department brings together four teams with recognized and complementary expertise, covering the modeling, collection, management, analysis and construction of data and knowledge (A&O, Bioinfo, LaHDAK, Rocs), making it possible to explore synergies between expertise related to data, learning and optimization, particularly in connection with the fields of bioinformatics, IoT and data graphs.

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

Research Teams

Recent publications

  • Pré-publication, Document de travail

    Guillaume Attuel, Matthieu Kowalski. Quantum pseudo-weirdness: Disentangling myth from reality.. 2025. ⟨hal-04970178v3⟩

    AO

    Year of publication

    Available in free access

  • 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⟩

    ROCS

    Year of publication

    Available in free access

  • 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⟩

    ILDA

    Year of publication

    Available in free access

  • 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⟩

    COMET

    Year of publication

    Available in free access

  • Thèse

    Fabricio Cravo. Design of Distributed Biological Circuits. Bioinformatics [q-bio.QM]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG059⟩. ⟨tel-05007253⟩

    ParSys

    Year of publication

    Available in free access

  • 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⟩

    STL

    Year of publication

    Available in free access

  • 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

  • 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⟩

    STL

    Year of publication

    Available in free access

  • 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⟩

    ParSys

    Year of publication

    Available in free access

  • 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⟩

    ILES, STL

    Year of publication

  • 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

  • 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⟩

    STL, STL

    Year of publication

    Available in free access

  • 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⟩

    AO

    Year of publication

  • Thèse

    Emmanuel Goutierre. Machine learning-based particle accelerator modeling. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG106⟩. ⟨tel-04995631⟩

    GALaC

    Year of publication

    Available in free access

  • 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⟩

    AO

    Year of publication

    Available in free access

  • 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

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    ILDA

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • Article dans une revue

    Vincenzo Maria Schimmenti, Giuseppe Petrillo, Alberto Rosso, François P. Landes. Assessing the Predictive Power of GPS‐Based Ground Deformation Data for Aftershock Forecasting. Seismological Research Letters, 2024, 95 (6), pp.3243-3249. ⟨10.1785/0220240008⟩. ⟨hal-04986097⟩

    AO

    Year of publication

  • 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 Khong, China. ⟨hal-04986773⟩

    ILES, STL

    Year of publication

  • 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⟩

    ILES, STL

    Year of publication

    Available in free access

  • 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⟩

    ILDA, ILDA

    Year of publication

    Available in free access

  • Communication dans un congrès

    Michele de Bonis, Huyen Nguyen, Patrick Bourdot. 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⟩

    VENISE

    Year of publication

    Available in free access

  • 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⟩

    AVIZ

    Year of publication

    Available in free access

  • 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⟩

    AVIZ

    Year of publication

    Available in free access

  • 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⟩

    AVIZ

    Year of publication

    Available in free access

  • 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

  • Pré-publication, Document de travail

    Christophe Hohlweg, Viviane Pons. A conjecture on descents, inversions and the weak order. 2025. ⟨hal-04966542⟩

    GALaC

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • Communication dans un congrès

    Xiao Xiao, Sarah Fdili Alaoui. Tuning In to Intangibility : Reflections from My First 3 Years of Theremin Learning. DIS ’24: Designing Interactive Systems Conference, Jul 2024, IT University of Copenhagen Denmark, France. pp.2649-2659, ⟨10.1145/3643834.3661584⟩. ⟨hal-04930549⟩

    BioInfo, EX-SITU

    Year of publication

  • 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⟩

    AO, AO

    Year of publication

    Available in free access

  • Thèse

    Hui-Syuan Yeh. Prompt-based Relation Extraction for Pharmacovigilance. Computation and Language [cs.CL]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG097⟩. ⟨tel-04968043⟩

    STL, STL

    Year of publication

    Available in free access

  • 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⟩

    AVIZ

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    COMET

    Year of publication

    Available in free access

  • 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⟩

    DATAFLOT

    Year of publication

    Available in free access

  • 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⟩

    STL

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    STL, STL

    Year of publication

    Available in free access

  • Article dans une revue

    Wendy E Mackay, Christophe Dutheil. L’IHM : réussir le mélange des mondes physique et informatique. Interstices, 2025. ⟨hal-04956619⟩

    EX-SITU

    Year of publication

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    GALaC

    Year of publication

    Available in free access

  • 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

  • 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⟩

    AO

    Year of publication

    Available in free access

  • Thèse

    Thibault Monsel. Deep Learning for Partially Observed Dynamical Systems. Discrete Mathematics [cs.DM]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG113⟩. ⟨tel-04952358⟩

    AO, AO, DATAFLOT, DATAFLOT

    Year of publication

    Available in free access

  • 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⟩

    AVIZ

    Year of publication

    Available in free access

  • 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

  • Autre publication scientifique

    Julien Joliclerc, Martin Hachet, Pierre Dragicevic, Ambre Assor, Morgane Koval, et al.. Interaction Humain/Machine. 2025, pp.2. ⟨hal-04935384⟩

    AVIZ

    Year of publication

    Available in free access

  • 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⟩

    AVIZ, AVIZ

    Year of publication

    Available in free access

  • 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⟩

    AO

    Year of publication

    Available in free access

  • 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⟩

    ILES, STL

    Year of publication

  • Article dans une revue

    Yohann Duguet. Intermittency in Transitional Shear Flows. Entropy, 2021, 23 (3), pp.280. ⟨10.3390/e23030280⟩. ⟨hal-04938938⟩

    DATAFLOT

    Year of publication

    Available in free access

  • 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⟩

    AO

    Year of publication

    Available in free access

  • 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⟩

    EX-SITU

    Year of publication

    Available in free access

  • 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⟩

    STL, STL

    Year of publication

    Available in free access

  • 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⟩

    AO

    Year of publication

  • 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⟩

    ILDA

    Year of publication

    Available in free access

  • 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⟩

    STL, TLP

    Year of publication

  • 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⟩

    Year of publication

    Available in free access

  • Thèse

    Nemo Malhomme. Statistical learning for climate models. Machine Learning [stat.ML]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPAST165⟩. ⟨tel-04939186⟩

    DATAFLOT, DATAFLOT

    Year of publication

    Available in free access

  • 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⟩

    COMET, DATAFLOT

    Year of publication

    Available in free access

  • 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⟩

    COMET, DATAFLOT

    Year of publication

    Available in free access

  • 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⟩

    COMET, DATAFLOT

    Year of publication

    Available in free access

  • 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. Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, Apr 2025, Albuquerque, United States. ⟨hal-04938811⟩

    STL

    Year of publication

    Available in free access

  • 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⟩

    AO

    Year of publication

  • Communication dans un congrès

    Léa Paymal, Sarah Homewood. Good Days, Bad Days: Understanding the Trajectories of Technology Use During Chronic Fatigue Syndrome. CHI 2024 – CHI Conference on Human Factors in Computing Systems, ACM, May 2024, Honolulu (HI), United States. pp.1-10, ⟨10.1145/3613904.3642553⟩. ⟨hal-04933033⟩

    EX-SITU

    Year of publication

    Available in free access

  • 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⟩

    ASARD, COMET

    Year of publication

    Available in free access

  • 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⟩

    LaHDAK

    Year of publication

    Available in free access

  • 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⟩

    Year of publication

    Available in free access

  • 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⟩

    EX-SITU

    Year of publication

    Available in free access

  • 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⟩

    AO

    Year of publication

    Available in free access

  • 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⟩

    AVIZ

    Year of publication

    Available in free access

  • 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⟩

    STL

    Year of publication

    Available in free access

  • 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⟩

    COMET

    Year of publication

    Available in free access

  • 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⟩

    STL

    Year of publication

    Available in free access

  • 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⟩

    STL

    Year of publication

    Available in free access

  • 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

  • Article dans une revue

    Alexandre Battut, Kevin Ratovo, Michel Beaudouin-Lafon. OneTrace : Improving Event Recall and Coordination With Cross-Application Interaction Histories. International Journal of Human-Computer Interaction, 2024, pp.1-18. ⟨10.1080/10447318.2024.2332848⟩. ⟨hal-04923157⟩

    EX-SITU

    Year of publication

    Available in free access

  • Communication dans un congrès

    Wendy E Mackay, Alexandre Battut, Germàn Leiva, Michel Beaudouin-Lafon. VideoClipper: Rapid Prototyping with the “Editing-in-the-Camera” Method. CHI 2024 – CHI Conference on Human Factors in Computing Systems, May 2024, Honolulu, United States. pp.1-14, ⟨10.1145/3613904.3642458⟩. ⟨hal-04923092⟩

    EX-SITU

    Year of publication

    Available in free access

  • Communication dans un congrès

    Anne Sergent, Soufiane Mrini, Elian Bernard, Didier Lucor. Lagrangian Measurements and Physics-Informed Neural Network for Rayleigh-Bénard Flow Reconstruction. 26th International Congress of Theoretical and Applied Mechanics (ICTAM2024), Aug 2024, Daegu, South Korea. ⟨hal-04924332⟩

    COMET, DATAFLOT

    Year of publication

    Available in free access

  • Communication dans un congrès

    Eva Boguslawski, Alessandro Leite, Benjamin Donnot, Matthieu Dussartre, Marc Schoenauer. Emulation of Zonal Controllers for the Power System Transport Problem. ML4SPS 2024 – Machine Learning for Sustainable Power Systems ECML 2024 Workshop, European Conference of Machine Learning, Sep 2024, Vilnius, Lithuania. ⟨hal-04924271⟩

    AO

    Year of publication

    Available in free access

  • Rapport

    Sebastien Treguer, Marc Schoenauer. Lessons learned from TAILOR benchmarks/challenges. INRIA – team TAU. 2024. ⟨hal-04923991⟩

    AO

    Year of publication

    Available in free access

  • Chapitre d'ouvrage

    Françoise Detienne, Chloé Le Bail, Michael J Baker. Mobilisation des valeurs dans le processus de conception. Stéphane Safin. Les activités cognitives de conception en architecture, ISTE Group, pp.59-80, 2025, 9781789482041. ⟨10.51926/ISTE.9204.ch2⟩. ⟨hal-04925972⟩

  • Communication dans un congrès

    Roger Ballester Claret, Nicolò Fabbiane, Christian Fagiano, Cédric Julien, Didier Lucor. Reliability Based Aeroelastic Design Optimization of Composite Wings via Surrogate Modeling. AIAA SCITECH 2025 Forum, Jan 2025, Orlando, United States. pp.AIAA 2025-0964, ⟨10.2514/6.2025-0964⟩. ⟨hal-04923527⟩

    Year of publication

  • Pré-publication, Document de travail

    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. 2025. ⟨hal-04924224⟩

    COMET

    Year of publication

  • Communication dans un congrès

    Nicolas Atienza, Christophe Labreuche, Johanne Cohen, Michèle Sebag. Provably Safeguarding a Classifier from OOD and Adversarial Samples: an Extreme Value Theory Approach. ICLR 2025 – The Thirteenth International Conference on Learning Representations, Apr 2025, Singapore (SG), Singapore. ⟨hal-04922382⟩

    AO, GALaC

    Year of publication

    Available in free access

  • Thèse

    Mehdi Chakhchoukh. Visualization to Support Multi-Criteria Decision-making in Agronomy. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG085⟩. ⟨tel-04926672⟩

    ILDA

    Year of publication

    Available in free access

  • Pré-publication, Document de travail

    Roland Cahen, Matthieu Savary, Roman Weil, Bianca Pica, Charlie Gouin, et al.. Carnet de recherches documentaires de l’Atelier de Projets IMPACT 2025, ENSCi les Ateliers. 2024. ⟨hal-04868538v2⟩

    EX-SITU

    Year of publication

    Available in free access

  • Pré-publication, Document de travail

    Clément Bernard, Guillaume Postic, Sahar Ghannay, Fariza Tahi. Has AlphaFold3 achieved success for RNAs?. 2025. ⟨hal-04911522⟩

    STL

    Year of publication

    Available in free access

  • Article dans une revue

    Giovanni Catania, Aurélien Decelle, Beatriz Seoane. The Copycat Perceptron: Smashing Barriers Through Collective Learning. Physical Review E , 2024, 109 (6), pp.065313. ⟨10.1103/PhysRevE.109.065313⟩. ⟨hal-04918895⟩

    AO

    Year of publication

    Available in free access

  • Thèse

    Léa-Marie Lam-Yee-Mui. Modélisations pour la reconnaissance de la parole à données contraintes. Traitement du signal et de l’image [eess.SP]. Université Paris-Saclay, 2024. Français. ⟨NNT : 2024UPASG075⟩. ⟨tel-04918814⟩

    STL

    Year of publication

    Available in free access

  • Article dans une revue

    Matthieu Nastorg, Michele Alessandro Bucci, Thibault Faney, Jean-Marc Gratien, Guillaume Charpiat, et al.. An implicit GNN solver for Poisson-like problems. Computers & Mathematics with Applications, 2024, 176, pp.270-288. ⟨10.1016/j.camwa.2024.10.036⟩. ⟨hal-04919611⟩

    AO, AO

    Year of publication

    Available in free access

  • Article dans une revue

    Clément Bernard, Guillaume Postic, Sahar Ghannay, Fariza Tahi. Has AlphaFold 3 achieved success for RNA?. Acta crystallographica Section D : Structural biology [1993-..], 2025, 81 (2), pp.49–62. ⟨10.1107/S2059798325000592⟩. ⟨hal-04919467⟩

    STL

    Year of publication