Publicaciones

• Communication dans un congrès

Multitask Gaussian Process with Functional Covariates

Razak C. Sabi Gninkou, Andrés F. López-Lopera, Franck Massa, Rodolphe Le Riche

Functional data arise in many statistical and engineering applications, where inputs are represented as curves or spatial fields rather than finite-dimensional vectors. We consider regression problems involving functional covariates and multiple correlated outputs. To address this setting, we...

57es Journées de Statistique de la SFdS, Jun 2026, Clermont Ferrand, France. ⟨hal-05665350⟩

• Rapport

Management des risques éthiques dans l'industrie du futur: Dictionnaire des concepts clés -ETHICS40

Elimy Ojeda Mena, Lamia Berrah, Damien Trentesaux, Jose-Fernando Jimenez

• Communication dans un congrès

Formulation d'un super-élément Hybride-Trefftz Déplacement - POD perforé

Phuc Viet Khoa Nguyen, Franck Massa, Cédric Hubert, Bertrand Langrand, Nicolas Leconte

Formulation d'un super-élément Hybride-Trefftz Déplacement - POD perforé

17ème Colloque National en Calcul des Structures, CSMA, May 2026, Giens, France. ⟨hal-05631800⟩

• Communication dans un congrès

Sparse approximation of recursive multi-fidelity Kriging for data fusion in aerodynamics, Approximation parcimonieuse du Krigeage multifidélité récursif pour la fusion de données en aérodynamique

Mauricio Castaño Aguirre, Andrés F. López-Lopera, Nathalie Bartoli, Franck Massa, Thierry Lefebvre

Multi-fidelity Kriging (MFK) surrogate modeling combines data of varying accuracy, such as experimental tests and numerical simulations, to improve predictive performance. Autoregressive models are commonly used to capture correlations across fidelity levels, offering interpretability compared to...

17ème Colloque National en Calcul des Structures (CSMA 2026), May 2026, Giens, France. ⟨hal-05631774v2⟩

• Communication dans un congrès

Vers la simulation discrète de grande échelle : implémentation GPU et architecture hybride dans GranOO v4

Damien André, Jérémie Girardot, C Hubert

GranOO est une plateforme open source en C++ dédiée à la Méthode des Éléments Discrets pour la mécanique des solides et la simulation multiphysique. La version 4 introduit une refonte de l'architecture et l'intégration d'un moteur de calcul GPU. Le noyau CPU historique est désormais...

17ème Colloque National en Calcul des Structure, May 2026, Giens (Var), France. ⟨hal-05656165⟩

• Article dans une revue

A Hybrid-Displacement POD-based finite element formulation: Application to a linear elastic perforated plate

Phuc Viet Khoa Nguyen, Franck Massa, Cédric Hubert, Bertrand Langrand, Nicolas Leconte

Finite Elements in Analysis and Design, 2026, 257, pp.104552. ⟨10.1016/j.finel.2026.104552⟩. ⟨hal-05660544⟩

• Article dans une revue

Micromechanical properties of geopolymers with carbon nanotubes (MWCNT) and carbon nanohorns (CNH): A multiscale indentation and clustering analysis approach

L. Dubyey, D. Chicot, N. Ukrainczyk, A. Montagne, Ali Zaoui, E. Koenders

Journal of Cleaner Production, 2026, 561, pp.148403. ⟨10.1016/j.jclepro.2026.148403⟩. ⟨hal-05645530⟩

• Communication dans un congrès

A Pyramidal Approach to Ethical Integration of Generative Artificial Intelligence in Future Medical Systems

Miruna-Elena Iliuță, Damien Trentesaux, Mihnea-Alexandru Moisescu

A new research direction in relation to Generative Artificial Intelligence (GAI) is the use of state-of-the-art technologies in future medical systems, typically, in personalized and predictive medicine. One of the promising areas is the ability to use large models for medical and personalized...

Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future (SOHOMA 2025), Oct 2025, Aix - en - Provence, France. pp.333-344, ⟨10.1007/978-3-032-18786-4_28⟩. ⟨hal-05644182⟩

• Communication dans un congrès

A multi-perspective exploration of challenges for advancing human-autonomy teaming within industrial ecosystems

Karel Kruger, Marie-Pierre Pacaux-Lemoine, Philippe Rauffet, Nicole Taylor, Eric Villeneuve

As industry prioritizes intra- and inter-organizational integration and adopts intelligent autonomous systems, the prevalence and value of human-autonomy teaming is expected to increase. This paper explores the key challenges that must be addressed to achieve this vision. The identified challenges...

SOHOMA, Oct 2025, Aix-En-Provence, France. pp.27-37, ⟨10.1007/978-3-032-18786-4_3⟩. ⟨hal-05298648⟩

• Communication dans un congrès

Bridging Compliance and Capabilities: A Methodological Framework for Desirable Transformations in Industry 4.0 & 5.0

Victor Michaud, Sondes Chaabane, Damien Trentesaux, Karine Evrard Samuel

This paper develops a methodological framework for addressing ethical conflicts in Industry 4.0 and 5.0 systems by bridging compliance requirements with capability development. Through analysis of industrial case studies, we demonstrate how algorithmic technologies intensify traditional ethical...

Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future. SOHOMA 2025, Oct 2025, the Arts et Metiers Institute of Technology of Aix-en-Provence, Oct 2025, Aix-en-Provence, France. pp.345-358, ⟨10.1007/978-3-032-18786-4_29⟩. ⟨hal-05658122⟩