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

  • Article dans une revue

    Nan Deng. Existence and Nonexistence of Nontrivial Doubly Periodic Solutions of Nonlinear Telegraph Equations. Asian Research Journal of Mathematics, 2021, 17 (6), pp.70-80. ⟨hal-05309684⟩

    Year of publication

    HAL publication

  • Communication dans un congrès

    Anne-Laure Ligozat. Côté obscur de l’IA : quels bénéfices réels de l’IA pour faire face aux crises environnementales ?. GreenDays 2023, Mar 2023, Lyon, France. ⟨hal-05317071⟩

    STL

    Year of publication

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  • Communication dans un congrès

    Anastasiya Zakreuskaya, Daniel Buschek, Wendy E. Mackay, Ignacio Avellino, Graham Dove, et al.. From Text to Treatment: How Medical Discharge Letters Are Used as a Key Artifact for Managing Patient Care. MuC 2024 – Mensch und Computer, Sep 2024, Karlsruhe, Germany. pp.99-110, ⟨10.1145/3670653.3670665⟩. ⟨hal-04738259⟩

    EX-SITU

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  • Communication dans un congrès

    Ousmane Ndiaye, Ouriel Grynszpan, Bruno Berberian, Ludovic Saint-Bauzel. Study of the Influence of a Force Bias on a Robotic Partner During Kinesthetic Communication. 21st International Conference on Informatics in Control, Automation and Robotics, Nov 2024, Porto, France. pp.400-407, ⟨10.5220/0013013400003822⟩. ⟨hal-05316463⟩

    Year of publication

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  • Article dans une revue

    Aurore Semeux-Bernier, Francesca Bonini, Samuel Medina Villalon, Maria Fratello, Matthieu Kowalski, et al.. Classification of magnetoencephalographic independent components in epilepsy by machine learning. Clinical Neurophysiology, 2025, 180, pp.2111377. ⟨10.1016/j.clinph.2025.2111377⟩. ⟨hal-05324467⟩

    AO

    Year of publication

    Available in free access

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  • Thèse

    Alexis Le Besnerais. The Role of Predictive Processes in Individual and Social Agency and their Effect on Perception. Cognitive Sciences. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG016⟩. ⟨tel-05304299⟩

    Year of publication

    Available in free access

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  • Communication dans un congrès

    Anne-Laure Ligozat, Aurélie Bugeau. Méthodes d’évaluation de l’empreinte de l’IA. GreenDays 2026, Mar 2025, Rennes, France. ⟨hal-05317063⟩

    STL

    Year of publication

    Available in free access

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  • Autre publication scientifique

    Camille Gobert. Designing postmodern substrate architectures. 2025, pp.8. ⟨hal-05311973⟩

    EX-SITU

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  • Poster de conférence

    Przemysław Dominikowski, Atte Torri, Brice Pointal, Oguz Kaya, Laercio Lima Pilla, et al.. Exploring Near-Optimal Contraction Strategies for the Scalar Product in the Tensor-Train Format. IEEE. IPDPS 2025 – 39th IEEE International Parallel & Distributed Processing Symposium, Jun 2025, Milan, Italy. 2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), pp.1274-1276, ⟨10.1109/IPDPSW66978.2025.00210⟩. ⟨hal-05304665⟩

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  • Chapitre d'ouvrage

    Michel Beaudouin-Lafon, Wendy E. Mackay. Instrumental Interaction. Jean Vanderdonckt; Philippe Palanque; Marco Winckler. Handbook of Human Computer Interaction, Springer Nature Switzerland, pp.1-36, 2025, 978-3-319-27648-9. ⟨10.1007/978-3-319-27648-9_23-1⟩. ⟨hal-05311609⟩

    EX-SITU

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  • Communication dans un congrès

    Camille de Amorim, Alain Denise. Searching for variable structural motifs in RNA graphs using simple descriptors. JOBIM 2025, Université de Bordeaux, Jul 2025, Bordeaux, France. ⟨hal-05301347⟩

    BioInfo

    Year of publication

    Available in free access

    HAL publication

  • Article dans une revue

    Artur Gesla, Patrick Le Quéré, Yohann Duguet, Laurent Martin Witkowski. From annular cavity to rotor-stator flow: Nonlinear dynamics of axisymmetric rolls. Physical Review Fluids, 2025, 10 (7), pp.073904. ⟨10.1103/dnlc-pk5d⟩. ⟨hal-05308880⟩

    COMET, DATAFLOT

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  • Article dans une revue

    Anran Qi, Theophanis Tsandilas, Ariel Shamir, Adrien Bousseau. Sketch2Data: Recovering Data from Hand-Drawn Infographics. Computers and Graphics, 2025. ⟨hal-05310478⟩

    EX-SITU

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  • Article dans une revue

    Paul Roux, Yujiro Okuya, Cristina Morel, Mariane Soulès, Hugo Bottemanne, et al.. Effectiveness of a web-based virtual simulation to train nursing students in suicide risk assessment: a randomized-controlled investigation. JMIR Serious Games, 2025, 13, pp.e69347-e69347. ⟨10.2196/69347⟩. ⟨hal-05299918⟩

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  • Communication dans un congrès

    Aurélien Léchappé, Aurélien Milliat, Alexandre Kabil, Mathieu Chollet, Cédric Dumas. System As A Collaborator (SAAC): a Framework for Modeling, Capturing and Augmenting Collaborative Activities in Extended Reality. 2025 IEEE 21st International Conference on Automation Science and Engineering (CASE), IEEE Robotics and Automation Society, Aug 2025, Los Angeles, United States. pp.759-765, ⟨10.1109/CASE58245.2025.11164117⟩. ⟨hal-05309095⟩

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  • Communication dans un congrès

    Olivier Inizan, Fatiha Saïs, Anne Goelzer, Joe Raad, Danai Symeonidou. Abstracting Entity Matching for Analysing and Explaining Identity and Difference Decision and Indecision. KES, Sep 2025, Osaka (JP), Japan. ⟨hal-05324375⟩

    LaHDAK

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  • Communication dans un congrès

    Gwendal Paton, Anne-Gwenn Bosser, Brian Ravenet, Nathalie Le Bigot. An Experimental Environment for Narrative Cue Evaluation in Virtual Reality. IVA ’25: ACM International Conference on Intelligent Virtual Agents, ACM, Sep 2025, Berlin, Germany. pp.1-3, ⟨10.1145/3717511.3749292⟩. ⟨hal-05312336⟩

    CPUCognition Perception et Usages

    Year of publication

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  • Poster de conférence

    Gwendal Paton, Anne-Gwenn Bosser, Brian Ravenet, Nathalie Le Bigot. Enhancing Narrative Engagement Through Virtual Crowd Modulation in VRVirtual Reality Storytelling. IVA ’25: ACM International Conference on Intelligent Virtual Agents, Sep 2025, Berlin, Germany. ACM, IVA ’25: Proceedings of the 25th ACM International Conference on Intelligent Virtual Agents, pp.1 – 5, 2025, ⟨10.1145/3717511.3749307⟩. ⟨hal-05312325⟩

    CPUCognition Perception et Usages

    Year of publication

    Available in free access

    HAL publication

  • Poster de conférence

    Lidan Zhang, Louise Deléger, Olivier Inizan, Arnaud Ferré. Evaluation of LLMs with RAG for Factual Verification in the Biomedical Domain. 10th edition of the Junior Conference on Data Science and Engineering (JDSE), Sep 2025, Gif-sur-Yvette, France. ⟨hal-05314996⟩

    Year of publication

    Available in free access

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  • Communication dans un congrès

    Lidan Zhang, Louise Deléger, Olivier Inizan, Arnaud Ferré. Evaluation of LLMs with RAG for Factual Verification in the Biomedical Domain. 10th edition of the Junior Conference on Data Science and Engineering (JDSE), Sep 2025, Gif-sur-Yvette, France. ⟨hal-05315002⟩

    Year of publication

    Available in free access

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  • Article dans une revue

    Artur Gesla, Yohann Duguet, Patrick Le Quéré, Laurent Martin Witkowski. Computation and stability analysis of periodic orbits using finite differences, Fourier or Chebyshev spectral expansions in time. Journal of Scientific Computing, 2025, 105 (2), pp.44. ⟨10.1007/s10915-025-03063-0⟩. ⟨hal-05308877⟩

    COMET, DATAFLOT

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  • Pré-publication, Document de travail

    Nilo Schwencke, Cyriaque Rousselot, Alena Shilova, Cyril Furtlehner. AMStraMGRAM: Adaptive Multi-cutoff Strategy Modification for ANaGRAM. 2025. ⟨hal-05302122⟩

    AO

    Year of publication

    Available in free access

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  • Communication dans un congrès

    Romane Dubus, Anke Brock, Wendy E. Mackay. Developing a Design Space for Critiquing Autopilot Interfaces. IHM 2024 – 35th International Francophone Conference on Human-Computer Interaction, Mar 2024, Paris, France. pp.1-12, ⟨10.1145/3649792.3649805⟩. ⟨hal-04449912⟩

    EX-SITU

    Year of publication

    Available in free access

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  • Article dans une revue

    Anne Courbalay, Thomas Deroche, Elise Prigent, Aina Chalabaev, Michel-Ange Amorim. Big Five personality traits contribute to prosocial responses to others’ pain. Personality and Individual Differences, 2015, 78, pp.94-99. ⟨10.1016/j.paid.2015.01.038⟩. ⟨hal-05319522⟩

    CPUCognition Perception et Usages

    Year of publication

    HAL publication

  • Article dans une revue

    Anne Courbalay, T. Deroche, M. Descarreaux, E. Prigent, J. O’Shaughnessy, et al.. Facial Expression Overrides Lumbopelvic Kinematics for Clinical Judgements about Low Back Pain Intensity. Pain Research and Management, 2016, 2016, pp.1-9. ⟨10.1155/2016/7134825⟩. ⟨hal-05319513⟩

    CPUCognition Perception et Usages

    Year of publication

    Available in free access

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  • Thèse

    Valentin Dardilhac. Vote mechanisms and solution of inequation systems with real variables. Computational Complexity [cs.CC]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG045⟩. ⟨tel-05300167⟩

    GALaC

    Year of publication

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  • Poster de conférence

    Olivier Coulaud, Oguz Kaya, Laércio Lima Pilla, Brice Pointal, Atte Torri. An Exploration of Quasi-Optimal Tensor Contraction Strategies for Dot Product in Tensor-Train Format. CSE23 – SIAM Conference on Computational Science and Engineering, Feb 2023, Amsterdam, Netherlands. ⟨hal-05293282⟩

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  • Communication dans un congrès

    Pierre Fraigniaud, Minh Hang Nguyen, AmiArchitectures et modèles pour l'Interaction Paz. Agreement Tasks in Fault-Prone Synchronous Networks of Arbitrary Structure. 42nd International Symposium on Theoretical Aspects of Computer Science (STACS 2025), Mar 2025, Jena, Germany. ⟨10.4230/LIPIcs.STACS.2025.34⟩. ⟨hal-05249104⟩

    ParSys

    Year of publication

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  • Communication dans un congrès

    Omi Johnson, Melanie Munch, Kamal Kansou, Cedric Baudrit, Anastasia Bezerianos, et al.. Bridging Modeling and Domain Expertise Through Visualization: A Case Study on Bread-Making with Bayesian Networks. CHI 2025 – CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-7, ⟨10.1145/3706599.3720102⟩. ⟨hal-05290618⟩

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  • Communication dans un congrès

    Jean-Baptiste Malagnoux, Matthieu Kowalski. Convolutive Sparse Decomposition in Inverse Problems: A Sensor Space Approach. SampTA 2025 – International Conference on Sampling Theory and Applications, Jul 2025, Vienne, Austria. ⟨10.1109/SampTA64769.2025.11133530⟩. ⟨hal-05288460⟩

    AO

    Year of publication

    Available in free access

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  • Communication dans un congrès, Communication dans un congrès

    Michele De Bonis, Bruno Gomes, Huyen Nguyen, Patrick Bourdot. Point-of-Interest Based Portal Navigation Technique for Virtual Museum Visits. EuroXR: International Conference on Virtual Reality and Mixed Reality, Sep 2025, Winterthur, Switzerland. pp.292-316, ⟨10.1007/978-3-032-03805-0_16⟩. ⟨hal-05290376⟩

    ARAIAugmented Reality and Artificial Intelligence, VENISE

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  • Communication dans un congrès, Communication dans un congrès

    Michele de Bonis, Huyen Nguyen, Patrick Bourdot. A Comparative Study of Virtual and Mixed Reality Blended Environments for Interacting with the Physical World During Virtual Guided Visits. Digital Heritage International Congress 2025, Sep 2025, Siena, Italy. ⟨10.2312/dh.20253304⟩. ⟨hal-05290392⟩

    ARAIAugmented Reality and Artificial Intelligence, VENISE

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  • Communication dans un congrès

    Diandra Fabre, Julie Lascar, Julie Halbout, Yanis Ouakrim, Annelies Braffort, et al.. Exploring Sign-level Strategies to Enhance Automatic Translation of French Sign Language. ACM International Conference on Intelligent Virtual Agents, Sep 2025, Berlin, Germany. ⟨10.1145/3742886.3756733⟩. ⟨hal-05280328⟩

    AMIArchitectures et modèles pour l'Interaction, STL

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  • Thèse

    Marco Naguib. Extraction d’information clinique : méthodes et ressources pour l’adaptation en domaine. Informatique [cs]. Université Paris-Saclay, 2025. Français. ⟨NNT : 2025UPASG054⟩. ⟨tel-05289152⟩

    STL

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  • Communication dans un congrès

    Matthieu Savary, Roland Cahen, Wendy Mackay, Michel Beaudouin-Lafon. De l’ascendance bioculturelle du design d’interaction. IHM 2025 – 36e Conférence Internationale Francophone sur l’Interaction Humain-Machine, AFIHM; Université de Toulouse; ENAC, Nov 2025, Toulouse, France. ⟨hal-05295915⟩

    EX-SITU

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  • Communication dans un congrès

    Vincent Bonczak, Michel Beaudouin-Lafon, Theophanis Tsandilas. Beyond charts : A conceptual framework for creating hand-drawn visualisations. IHM 2025 – 36e Conférence Internationale Francophone sur l’Interaction Humain-Machine, AFIHM; Université de Toulouse; ENAC, Nov 2025, Toulouse, France. ⟨10.1145/3765712.3765722⟩. ⟨hal-05294865⟩

    EX-SITU

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  • Communication dans un congrès

    Armand Stricker, Patrick Paroubek. Chitchat as Interference: Adding User Backstories to Task-Oriented Dialogues. The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), ELRA; ICCL, May 2024, Torino, Italy. pp.3203–3214. ⟨hal-05242362⟩

    STL

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  • Communication dans un congrès

    Nathan Carbonneau, Julien Salort, Yann Fraigneau, Anne Sergent. Influence of wind on heat transfer in turbulent convection with roughness. Congrès Français de Thermique SFT 2025, Jun 2025, Chambéry, France. pp.379-386, ⟨10.25855/SFT2025-112⟩. ⟨hal-05285459⟩

    ASARD, COMET

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  • Communication dans un congrès

    Atte Torri, Przemysław Dominikowski, Brice Pointal, Oguz Kaya, Laércio Lima Pilla, et al.. Near-Optimal Contraction Strategies for the Scalar Product in the Tensor-Train Format. Euro-Par 2025 – 31 International European Conference on Parallel and Distributed Computing, Aug 2025, Dresden, Germany. pp.63-77, ⟨10.1007/978-3-031-99872-0_5⟩. ⟨hal-05285400⟩

    ParSys

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  • Article dans une revue

    Yi Qiu, Yoon Mo Kang, Christopher Korfmann, Fanny Pouyet, Andrew Eckford, et al.. The GC-content at the 5′ ends of human protein-coding genes is undergoing mutational decay. Genome Biology, 2024, 25 (1), pp.219. ⟨10.1186/s13059-024-03364-x⟩. ⟨hal-05238528⟩

    BioInfo

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  • Communication dans un congrès

    Fanny Ducel, Jeffrey André, Aurélie Névéol, Karën Fort. Introducing MascuLead: the First Gender Bias Leaderboard. EALM 2025 – Ethic and Alignment of (Large) Language Models, Jun 2025, Marseille, France. pp.12-19. ⟨hal-05282981⟩

    STL

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  • Communication dans un congrès

    Fanny Ducel, Nicolas Hiebel, Olivier Ferret, Karën Fort, Aurélie Névéol. « Les femmes ne font pas de crise cardiaque ! » Étude des biais de genre dans les cas cliniques synthétiques en français. 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2025), Jul 2025, Marseille, France. pp.1. ⟨hal-05282965⟩

    STL

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  • Communication dans un congrès

    Clémentine Bleuze, Fanny Ducel, Maxime Amblard, Karën Fort. « De nos jours, ce sont les résultats qui comptent » : création et étude diachronique d’un corpus de revendications issues d’articles de TALTraitement Automatique des langues. TALN 2025 – 32ème Conférence sur le Traitement Automatique des Langues Naturelles, Jul 2025, Marseille, France. ⟨hal-05282966⟩

    STL

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  • Article dans une revue

    Helge Spieker, Nadjib Lazaar, Arnaud Gotlieb, Nassim Belmecheri. Metamorphic Testing of multimodal Human Trajectory Prediction. Information and Software Technology, 2025, 188, pp.107890. ⟨10.1016/j.infsof.2025.107890⟩. ⟨hal-05283836⟩

    LaHDAK

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  • Communication dans un congrès

    Vianney Taquet, Vincent Blot, Thomas Morzadec, Louis Lacombe, Nicolas J-B. Brunel. MAPIE: an open-source library for distribution-free uncertainty quantification. ICML 2022 – Workshop Distribution Free and Uncertainty Quantification ICML, Jul 2022, Baltimore / Hybrid, United States. ⟨hal-05232300⟩

    AO

    Year of publication

    Available in free access

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  • Poster de conférence

    Maël Lefeuvre, Michael D. Martin, Flora Jay, Marie-Claude Marsolier, Alexis Corrochano, et al.. GRUPS-rs: a high-performance ancient DNA genetic relatedness estimation software based on pedigree simulations. Bulletins et mémoires de la Société d’Anthropologie de Paris 35(S), Jan 2023, Paris, France. 35 (S), pp.30, 2023, ⟨10.4000/bmsap.11299⟩. ⟨hal-05242408⟩

    AO, BioInfo

    Year of publication

    Available in free access

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  • Communication dans un congrès

    Victor Spitzer, François Sanson, Paul Feliot, Evgeny Gurevsky, André Rossi. Optimisation de la production d’hydrogène vert renouvelable sous incertitudes. 24ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2023), Feb 2023, Rennes, France. ⟨hal-03998126⟩

    Year of publication

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  • Poster de conférence

    Maël Lefeuvre, Michael D. Martin, Flora Jay, Marie-Claude Marsolier, Alexis Corrochano, et al.. GRUPS-rs, a high-performance ancient DNA genetic relatedness estimation software relying on pedigree simulations. JOBIM 2023 – Journées Ouvertes en Biologie, Informatique et Mathématiques, Jun 2023, Multisite, France. ⟨hal-05242467⟩

    AO, BioInfo

    Year of publication

    Available in free access

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  • Thèse

    Yajing Feng. Continuous Recognition of Client Emotions from Speech and Text in Real-World Call Center Conversations : a Context-Aware Dataset and Empirical Study. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG042⟩. ⟨tel-05241382⟩

    STL

    Year of publication

    Available in free access

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  • Thèse

    Capucine Nghiem. Beyond the Static Sketch : Augmenting Designers’ Visual Vocabulary for Teaching and Presentation. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG034⟩. ⟨tel-05264956⟩

    EX-SITU

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  • Communication dans un congrès

    Shwetha Salimath, Francesca Bugiotti, Sylvain Wlodarczyk. GeoTS: A TSC framework for estimating geological formation to model carbon storage reservoirs. SIGKDD, ACM, Aug 2025, Toronto, Canada. pp.4773-4783, ⟨10.1145/3711896.3737228⟩. ⟨hal-05184905⟩

    LaHDAK

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  • Communication dans un congrès

    Tristan Bilot, Baoxiang Jiang, Zefeng Li, Nour El Madhoun, Khaldoun Al Agha, et al.. Sometimes Simpler is Better: A Comprehensive Analysis of State-of-the-Art Provenance-Based Intrusion Detection Systems. USENIX Security 2025, Aug 2025, Seattle, WA, United States. ⟨hal-05245280⟩

    Year of publication

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  • Proceedings/Recueil des communications

    Quentin Delamea, Janna Burman, Jerome Gurhem, Mohamed Khairallah, Wilfried Kirschenmann, et al.. Cloud-Agnostic Serverless Platform for Fault-Tolerant Execution of Dynamic Task Graphs. 2025 IEEE Cloud Summit, Jun 2025, Washington DC, United States. IEEE, pp.39-45, 2025, ⟨10.1109/Cloud-Summit64795.2025.00014⟩. ⟨hal-05265233⟩

    ParSys

    Year of publication

    HAL publication

  • Communication dans un congrès

    Baoxiang Jiang, Tristan Bilot, Nour El Madhoun, Khaldoun Al Agha, Anis Zouaoui, et al.. ORTHRUS: Achieving High Quality of Attribution in Provenance-based Intrusion Detection Systems. USENIX Security 2025, Aug 2025, Seattle, WA, United States. ⟨hal-05245139⟩

    Year of publication

    Available in free access

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  • Pré-publication, Document de travail

    Ambre Assor, Mickael Sereno, Jean-Daniel Fekete. Visualization of Electronic Health Record Sequences at Scale. 2025. ⟨hal-05218369⟩

    AVIZ

    Year of publication

    Available in free access

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  • Communication dans un congrès

    Juliette Thuilier, Pegah Faghiri, Léa Pineau. Syntactic alternation of French psych-verbs: Experiencer first!. Societas Linguistica Europaea (SLE), Bordeaux Montaigne, Aug 2025, Bordeaux, France. ⟨hal-05265280⟩

    Year of publication

    Available in free access

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  • Communication dans un congrès

    Nilo Schwencke, Cyriaque Rousselot, Alena Shilova, Cyril Furtlehner. AMSTRAMGRAM : Adaptive Multi-cutoff Strategy Modification for ANaGRAM. ENUMATH 2025 – MS31 – Geometric Optimization Methods for Scientific Machine Learning, Marius Zeinhofer; Johannes Müller, Sep 2025, Heidelberg, Germany. ⟨hal-05245453⟩

    AO

    Year of publication

    Available in free access

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  • Article dans une revue

    Emil Larose, Franck Kerhervé, Yann Fraigneau, Bérengère Podvin, Chris Morton, et al.. Effects of oncoming flow conditions on the flow upstream of a forward-facing step subject to a thin boundary layer. International Journal of Heat and Fluid Flow, 2025, 115, pp.109866. ⟨10.1016/j.ijheatfluidflow.2025.109866⟩. ⟨hal-05239851⟩

    ASARD

    Year of publication

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  • Pré-publication, Document de travail

    Alexander Goldberg, Ihsan Ullah, Thanh Gia Hieu Khuong, Benedictus Kent Rachmat, Zhen Xu, et al.. Usefulness of LLMs as an Author Checklist Assistant for Scientific Papers: NeurIPS’24 Experiment. 2025. ⟨hal-05230379⟩

    AO, STL

    Year of publication

    Available in free access

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  • Communication dans un congrès

    Yacine Bellik, Celine Clavel. MS-EXPLORER: Multimodal Spatial Access to Information for Visually Impaired People. Technology for Inclusion and Participation for All: Recent Achievements and Future DirectionsMavrou Directions, 18th International Conference, AAATE 2025, Association for the Advancement of Assistive Technology in Europe (AAATE), Sep 2025, Nicosia, Cyprus. pp.457-464, ⟨10.1007/978-3-032-01628-7_54⟩. ⟨hal-05239340⟩

    AMIArchitectures et modèles pour l'Interaction, CPUCognition Perception et Usages

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    HAL publication

  • Pré-publication, Document de travail

    Jad Yehya, Mansour Benbakoura, Cédric Allain, Benoît Malezieux, Matthieu Kowalski, et al.. RoseCDL: Robust and scalable convolutional dictionary learning for rare-event detection. 2025. ⟨hal-05250429⟩

    AO

    Year of publication

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  • Article dans une revue

    Marine Gaffard, Clémence Bourlon, Tristan-Gaël Bara, Tifanie Bouchara, Florence Colle, et al.. Validation of immersive virtual reality line and baguette bisection tasks for the assessment of unilateral spatial neglect.. Neuropsychology, 2025, ⟨10.1037/neu0001024⟩. ⟨hal-05268019⟩

    VENISE

    Year of publication

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  • Communication dans un congrès

    Johanne Cohen, Emmanuel Goutierre, Hayg Guler, Fatios Kapotos, Sida-Bastien Li, et al.. Modelling Dynamical Systems: Learning ODEs with No Internal ODE Resolution. 18th International Conference, RP 2024, Sep 2025, Vienne, Austria. pp.221-237, ⟨10.1007/978-3-031-72621-7_15⟩. ⟨hal-05240753⟩

    AO, GALaC

    Year of publication

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  • Communication dans un congrès

    Floris Thiant, Olivia Penas, Yann Leroy, Anne-Laure Ligozat. System analysis of digital service system perimeter and its interdependencies in Life Cycle Assessment. 2025 IEEE International Symposium on Systems Engineering (ISSE), Oct 2025, Palaiseau, France. ⟨hal-05240543⟩

    STL, STL

    Year of publication

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  • Poster de conférence

    Natkamon Tovanich, Teppakorn Thanuthanad, Sandhya Rajendran, Velitchko Filipov, Silvia Miksch, et al.. VisConflicts: Visualizing Conflicts of Interest in Conference Reviewing. VIS 2025 – Posters at IEEE Visualization and Visual Analytics, Nov 2025, Vienna, Austria. ⟨hal-05240175⟩

    AVIZ

    Year of publication

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  • Communication dans un congrès

    Katerina Batziakoudi, Christophe Bortolaso, Jean-Daniel Fekete. We Need to Talk (more) About Numeracy! Toward a Numeracy-Informed Visualization Design Process. VisComm 2025 – 7th Workshop on Visualization for Communication, IEEE VIS Conference, Nov 2025, Vienna, Austria. ⟨hal-05241509⟩

    AVIZ

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  • Communication dans un congrès, Communication dans un congrès

    Katerina Batziakoudi, Ambre Assor, Christophe Bortolaso, Jean-Daniel Fekete. Designing a Glyph-Based Hierarchical Visualization for Orders of Magnitude Values. Posters of IEEE VIS 2025 – Visualization & Visual Analytics, Nov 2025, Vienna, Austria. ⟨hal-05236011⟩

    AVIZ

    Year of publication

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  • Communication dans un congrès

    Anne-Flore Cabouat, Lorenzo Ciccione, Samuel Huron, Tobias Isenberg, Petra Isenberg. Bridging Educational Theories of Cognitive Load to Visualization Design and Evaluation. EduVis 2025 – 3d IEEE VIS Workshop on Visualization Education, Literacy, and Activities, IEEE, Nov 2025, Vienne, Austria. ⟨hal-05218370⟩

    AVIZ

    Year of publication

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  • Communication dans un congrès

    Gustave Cortal, Alain Finkel. Formalizing Style in Personal Narratives. Empirical Methods in Natural Language Processing (EMNLP 2025), Nov 2025, Suzhou, China. ⟨hal-05261564v3⟩

    Year of publication

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  • Article dans une revue

    Miguel Quetzeri-Santiago, C. Ricardo Constante-Amores, Thomas Sykes, Seungwon Shin, Jalel Chergui, et al.. Droplet impact and splashing on surfactant-laden shallow pools. International Journal of Multiphase Flow, 2025, 193, pp.105387. ⟨10.1016/j.ijmultiphaseflow.2025.105387⟩. ⟨hal-05216255⟩

    COMET

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  • Article dans une revue

    Deng Luo, Alexandre Kouyoumdjian, Ondřej Strnad, Haichao Miao, Ivan Barišić, et al.. SynopFrame: Multiscale time-dependent visual abstraction framework for analyzing DNA nanotechnology simulations. Computers and Graphics, 2025, 132, article no. 104376, 12 p. ⟨10.1016/j.cag.2025.104376⟩. ⟨hal-05264883⟩

    AVIZ

    Year of publication

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  • Article dans une revue

    Lily W Ge, Anne-Flore Cabouat, Karen Bonilla, Yuan Cui, Yiren Ding, et al.. An Autoethnography on Visualization Literacy: A Wicked Measurement Problem. IEEE Transactions on Visualization and Computer Graphics, In press. ⟨hal-05245265⟩

    AVIZ

    Year of publication

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  • Communication dans un congrès

    Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan, Fabrice Daniel. Comparative Evaluation of Anomaly Detection Methods for Fraud Detection in Online Credit Card Payments. Ninth International Congress on Information and Communication Technology, Feb 2024, London, United Kingdom. pp.37 – 50, ⟨10.1007/978-981-97-4581-4_4⟩. ⟨hal-05238747⟩

    Year of publication

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  • Article dans une revue

    Jay Amrit, Ye. Nemchenko, K. Nemchenko, I. Kudryavtsev, S. Rogova, et al.. Unusual heat transfer dependence on boundary scattering in very long narrow conductors. Low Temperature Physics, 2024, 50 (5), pp.364-367. ⟨10.1063/10.0025618⟩. ⟨hal-05240571⟩

    COMET

    Year of publication

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  • Article dans une revue

    Thomas Gerald, Louis Tamames, Sofiane Ettayeb, Ha-Quang Le, Patrick Paroubek, et al.. CQuAE: A new Contextualized QUestion Answering corpus on Education domain. Data and Knowledge Engineering, 2024, 151, pp.102305. ⟨10.1016/j.datak.2024.102305⟩. ⟨hal-05242257⟩

    STL

    Year of publication

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  • Communication dans un congrès

    Romane Dubus, Anke Brock, Wendy E. Mackay. Integrating rigorous qualitative methods into the design and evaluation of safety-critical systems. ICCAS 2024 – the international conference on cognitive aircraft systems, May 2024, Toulouse, France. ⟨hal-04596988⟩

    EX-SITU

    Year of publication

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  • Communication dans un congrès

    Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan. Beyond Individual Input for Deep Anomaly Detection on Tabular Data. International Conference on Machine Learning, Jul 2024, Vienna, Austria. ⟨hal-05238748⟩

    Year of publication

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  • Article dans une revue

    Jay Amrit, T. Medintseva, K. Niemchenko, Ye. Niemchenko, S. Rogova, et al.. Influence of specularity factor on heat transport in nanoribbons of different sizes. Low Temperature Physics, 2024, 50 (10), pp.891-897. ⟨10.1063/10.0028629⟩. ⟨hal-05240556⟩

    COMET

    Year of publication

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  • Communication dans un congrès

    Serge Abiteboul, Lisa Bretzner, Laurence Devillers, Rémi Ronfard. Conversation autour du spectacle « Qui a hacké Garoutzia? ». Journées d’informatique théâtrale, Oct 2024, Avignon, France. ⟨hal-05239335⟩

    Year of publication

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  • Communication dans un congrès

    Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan. Retrieval Augmented Deep Anomaly Detection for Tabular Data. CIKM ’24: The 33rd ACM International Conference on Information and Knowledge Management, Oct 2024, Boise ID, United States. pp.2250 – 2259, ⟨10.1145/3627673.3679559⟩. ⟨hal-05238746⟩

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  • Article dans une revue

    Tianjiao Dai, Qiancheng Ouyang, François Pirot. New Bounds for Odd Colourings of Graphs. The Electronic Journal of Combinatorics, 2024, 31 (4), pp.P4.57. ⟨10.37236/12110⟩. ⟨hal-05246159⟩

    GALaC

    Year of publication

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  • Rapport

    Nathalie Appel, Jérémie Bourdon, Nicolas Bousquet, Johanne Cohen, Antoine Genitrini, et al.. Section 06 Sciences de l’information : fondements de l’informatique, calculs, algorithmes, représentations, exploitations. CNRS. 2025, pp.1-20. ⟨hal-05238890⟩

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  • Chapitre d'ouvrage

    François Cabestaing, Sylvain Chevallier. From signals to decisions in noninvasive neural technologies. Davide Valeriani; Theresa M. Vaughan. Neural Interfaces, Academic Press; Elsevier, pp.77-90, 2025, 978-0-443-24824-5. ⟨10.1016/C2023-0-51142-5⟩. ⟨hal-05266468⟩

    AO

    Year of publication

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  • Article dans une revue

    Dongyun Han, Anastasia Bezerianos, Petra Isenberg, Isaac Cho. Perception of Visual Variables on Virtual Wall-Sized Tiled Displays in Immersive Environments. IEEE Transactions on Visualization and Computer Graphics, 2025, 31 (5), pp.3045-3055. ⟨10.1109/TVCG.2025.3549190⟩. ⟨hal-05245545⟩

    AVIZ, ILDA

    Year of publication

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  • Poster de conférence

    Alaul Islam, Fairouz Grioui, Raimund Dachselt, Petra Isenberg. Visualization on Smart Wristbands: Results from an In-situ Design Workshop with Four Scenarios. VIS 2025 – Posters of the IEEE Conference on Visualization and Visual Analytics, Nov 2025, Vienna, Austria. Posters of the IEEE Conference on Visualization and Visual Analytics (IEEE VIS), 2025. ⟨hal-05245136⟩

    AVIZ

    Year of publication

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  • Article dans une revue

    Jay Amrit, K. Niemchenko, Ye. Niemchenko, S. Rogova, T. Vikhtynska. Heat transfer in conductors of cylindrical cross-section with diffusive boundary scattering. Low Temperature Physics, 2025, 51 (1), pp.37-42. ⟨10.1063/10.0034642⟩. ⟨hal-05240736⟩

    COMET

    Year of publication

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  • Article dans une revue

    Jay Amrit, N. Herashchenko, K. Nemchenko, S. Rogova, T. Vikhtinskaya. Two-mode dissipation of oscillating tuning fork in 3He–4He superfluid mixtures. Low Temperature Physics, 2025, 51 (1), pp.5-9. ⟨10.1063/10.0034553⟩. ⟨hal-05240727⟩

    COMET

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  • Article dans une revue

    Xuanyu Wang, Weizhan Zhang, Christian Sandor, Hongbo Fu. Real-and-Present: Investigating the Use of Life-Size 2D Video Avatars in HMD-Based AR Teleconferencing. IEEE Transactions on Visualization and Computer Graphics, 2025, 31 (9), pp.5626-5641. ⟨10.1109/TVCG.2024.3466554⟩. ⟨hal-05251854⟩

    Year of publication

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  • Proceedings/Recueil des communications

    Olivier Bournez, Johanne Cohen, Adrian Wurm. A Universal Uniform Approximation Theorem for Neural Networks. 50th International Symposium on Mathematical Foundations of Computer Science (MFCS 2025), Aug 2025, Varsovie, Poland. Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2025, ⟨10.4230/LIPIcs.MFCS.2025.29⟩. ⟨hal-05241833⟩

    GALaC

    Year of publication

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  • Rapport

    Ludovic Saint-Bauzel, Claudia S. Bianchini, Ouriel Grynszpan, Bruno Berberian. Compte-rendu de fin de projet – Projet ANR 20-CE33-0012 LEXIKHUM. Sorbonne Université (ISIR); Université de Poitiers (FoReLLIS); Université Paris Saclay (LSN); ONERA (DTIS). 2025, pp.1-23. ⟨hal-05236503⟩

    AMIArchitectures et modèles pour l'Interaction

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  • Communication dans un congrès

    Florian Apavou, Tifanie Bouchara, Patrick Bourdot. AVA: An Audio-based Virtual Aiming System for Accessible VRVirtual Reality Shooting Games. 32nd IEEE Conference on Virtual Reality and 3D User Interfaces (VRW 2025), Mar 2025, Saint Malo, France. pp.1172-1173, ⟨10.1109/VRW66409.2025.00232⟩. ⟨hal-05263002⟩

    VENISE

    Year of publication

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  • Thèse

    Manon Verbockhaven. Spotting expressivity bottlenecks in neural networks and fixing them by optimal architecture growth. Neural and Evolutionary Computing [cs.NE]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG022⟩. ⟨tel-05232707⟩

    AO

    Year of publication

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  • Chapitre d'ouvrage

    Tommaso Raso, Saulo Mendes Santos, Albert Rilliard, João A. Moraes. Defining and Identifying Discourse Markers in Spontaneous Speech. Miguel Oliveira, Jr. Prosodic Interfaces – Interdisciplinary Perspectives on Sound Patterns and Human Interaction, De Gruyter, pp.65-102, 2025, 978-3-11-105990-7. ⟨10.1515/9783111060309-003⟩. ⟨hal-05230528⟩

    STL

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  • Communication dans un congrès

    Nicolas Atienza, Johanne Cohen, Christophe Labreuche, Michele Sebag. Provably Safeguarding a Classifier from OOD and Adversarial Samples. 13th International Conference on Learning Representations – ICLR 2025, Apr 2025, Singapore, Singapore. pp.56800-56820. ⟨hal-05241867⟩

    AO, GALaC

    Year of publication

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  • Communication dans un congrès

    Briggs Twitchell, George Katsirelos, Anastasia Bezerianos, Nadia Boukhelifa. Explaining Complex ML Models to Domain Experts Using LLM & Visualization: An Exploration in the French Breadmaking Industry. CHI 2025 – CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-7, ⟨10.1145/3706599.3706685⟩. ⟨hal-05222926⟩

    Year of publication

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  • Pré-publication, Document de travail

    Zihan Lu, Tingying He, Jiayi Hong, Lijie Yao, Tobias Isenberg. Designing Semantically-Resonant Abstract Patterns for Data Visualization. 2025. ⟨hal-05235899⟩

    AVIZ

    Year of publication

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  • Communication dans un congrès

    Clémence Sebe, Sarah Cohen-Boulakia, Olivier Ferret, Aurélie Névéol. Extracting Information in a Low-resource Setting: Case Study on Bioinformatics Workflows. Symposium on Intelligent Data Analysis (IDA 2025), May 2025, Konstanz, Germany. pp.274-287, ⟨10.1007/978-3-031-91398-3_21⟩. ⟨hal-05244222⟩

    BioInfo, STL

    Year of publication

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  • Article dans une revue

    Grégory Bana, Fabrice Lamadie, Sophie Charton, Didier Lucor, Nida Sheibat-Othman. Bridging experiments and models, towards a new paradigm : DROP-PINN, a physics-informed neural network to predict droplet rupture in multiphase systems. Chemical Engineering Journal Advances, 2025, 23, pp.100829. ⟨10.1016/j.ceja.2025.100829⟩. ⟨hal-05227239⟩

    Year of publication

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  • Thèse

    Manon Blanc. Discrete-Time and Continuous-Time Systems over the Reals : Relating Complexity with Robustness, Length and Precision. Computational Complexity [cs.CC]. Institut Polytechnique de Paris, 2025. English. ⟨NNT : 2025IPPAX024⟩. ⟨tel-05118950⟩

    GALaC

    Year of publication

    Available in free access

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  • Pré-publication, Document de travail

    Yucheng Lu, Tobias Rau, Benjamin Lee, Andreas Köhn, Michael Sedlmair, et al.. A Design Space for Visualization Transitions of 3D Spatial Data in Hybrid AR-Desktop Environments. 2025. ⟨hal-05235933⟩

    ARAIAugmented Reality and Artificial Intelligence, AVIZ

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