Publications

• Pré-publication, Document de travail

Block-Additive Gaussian Processes under Monotonicity Constraints

Mathis Deronzier, Andrés F. López-Lopera, François Bachoc, O Roustant, Jérémy Rohmer

We generalize the additive constrained Gaussian process framework to handle interactions between input variables while enforcing monotonicity constraints everywhere on the input space. The block-additive structure of the model is particularly suitable in the presence of interactions, while…

2024. ⟨hal-04654255⟩

• Thèse

Stability of some hyperbolic systems with different types of controls under weak geometric conditions, Stabilité de certains systèmes hyperboliques avec différents types de contrôles dans des conditions géométriques faibles

Farah Trad

The purpose of this thesis is to investigate the stabilization of certain second order evolution equations. First, we focus on studying the stabilization of locally weakly coupled second order evolution equations of hyperbolic type, characterized by direct damping in only one of the two equations.…, Le but de cette thèse est d'étudier la stabilisation de certaines équations d'évolution du second ordre. Tout d’abord, nous nous concentrons sur l’étude de la stabilisation d’équations d’évolution du second ordre de type hyperbolique localement faiblement couplées, caractérisées par un…

Mathematics [math]. Université Polytechnique Hauts-de-France; Institut national des sciences appliquées Hauts-de-France, 2024. English. ⟨NNT : 2024UPHF0015⟩. ⟨tel-04693104⟩

• Pré-publication, Document de travail

On the Quenched Functional Central Limit Theorem for Stationary Random Fields under Projective Criteria, Sur le TCL "Quenched" pour des champs stationnaires de variables aléatoires satisfaisant à une condition projective

Lucas Reding, Na Zhang

In this work we study and establish some quenched functional Central Limit Theorems (CLTs) for stationary random fields under a projective criteria. These results are functional generalizations of the theorems obtained by Zhang et al. (2020) and of the quenched functional CLTs for ortho-martingales…

2024. ⟨hal-03246736v3⟩

• Communication dans un congrès

Additive manufacturing preparation of catalyst supports for the conversion of biosourced molecules

Meryem Mounaj, Yannick Lorgouilloux, Florian Jean, Jérémy Dhainaut, Christian Courtois

yCAM 2024, May 2024, Tampere, Finland. ⟨hal-05537605⟩

• Pré-publication, Document de travail

Asymptotic analysis for covariance parameter estimation of Gaussian processes with functional inputs

Lucas Reding, Andrés F. López-Lopera, François Bachoc

We consider covariance parameter estimation for Gaussian processes with functional inputs. From an increasing-domain asymptotics perspective, we prove the asymptotic consistency and normality of the maximum likelihood estimator. We extend these theoretical guarantees to encompass scenarios…

2024. ⟨hal-04559892v2⟩

• Article dans une revue

Engineering Precise Interconnected Porosity in β-Tricalcium Phosphate (β-TCP) Matrices by Means of Top-Down Digital Light Processing.

Thomas Wojcik, Feng Chai, V. Hornez, Gwénaël Raoul, Jean-Christophe Hornez

This study evaluated the biocompatibility and accuracy of 3D-printed β-tricalcium phosphate (β-TCP) pure ceramic scaffolds. A specific shaping process associating a digital light processing (DLP) 3D printer and a heat treatment was developed to produce pure β-TCP scaffolds leaving no polymer binder…

Biomedicines, 2024, Biomedicines, 12 (4), pp.736. ⟨10.3390/biomedicines12040736⟩. ⟨hal-04591735⟩

• Article dans une revue

A Python Toolbox for Data-Driven Aerodynamic Modeling Using Sparse Gaussian Processes, Une boîte à outils Python pour la modélisation aérodynamique basée sur les données à l'aide de processus gaussiens creux

Hugo Valayer, Nathalie Bartoli, Mauricio Castaño-Aguirre, Rémi Lafage, Thierry Lefebvre, Andrés López-Lopera, Sylvain Mouton

In aerodynamics, characterizing the aerodynamic behavior of aircraft typically requires a large number of observation data points. Real experiments can generate thousands of data points with suitable accuracy, but they are time-consuming and resource-intensive. Consequently, conducting real…

Aerospace, 2024, 11 (4), pp.260. ⟨10.3390/aerospace11040260⟩. ⟨hal-04673602⟩

• Communication dans un congrès

Courbes de Bézier à points massiques et à masses complexes pour la modélisation de lettres cursives

Lionel Garnier, Jean-Paul Bécar

<div><p>Cet article présente les nombres complexes massiques qui sont les complexes usuels auxquels nous ajoutons un poids complexe ω. Si ce dernier est nul, nous obtenons des vecteurs, sinon, nous obtenons un point muni du poids ω. Ces nombres complexes massiques sont ensuite des…

G.T.M.G. 2024, Mar 2024, Marseille, France. ⟨hal-04922187⟩

• Poster de conférence

Processus de fabrication de pièces céramiques piézoélectriques par FDM, Piezoelectric ceramic parts manufacturing process by FDM

Soufyane Satha, Mohamed Aymen Ben Achour, Mohamed Rguiti, Christian Courtois

L'objectif de notre étude est la fabrication de structures piézoélectriques complexes en 3d en céramiques et composites sans plomb, pour des applications capteurs et transducteurs à l’aide de la technique fused deposition modeling “FDM”. Cette technique consiste en l’extrusion à chaud d’un…, The objective of our study is the fabrication of complex 3D piezoelectric structures in lead-free ceramics and composites, for sensor and transducer applications using the fused deposition modeling “FDM” technique. This technique consists of the hot extrusion of a thermoplastic filament consisting…

Mardi des chercheurs 2024, Mar 2024, Mons, Belgique. ⟨10.1016/j.scriptamat.2024.115994⟩. ⟨hal-04544805⟩

• Poster de conférence

Challenges in the synthesis &amp; optical characterization of 2D ferroelectric Ba0.85Ca0.15Ti0.9Zr0.1O3 by RF sputtering

Yusuf K Bostan, Florian Jean, Denis Remiens, Jing Hua Teng, El Hadj Dogheche

Ferroelectric materials, such as BaTiO₃ and (Ba,Ca)(Ti,Zr)O₃ (BCTZ), are essential in modern technology, thanks to their permanent electrical dipoles and unique properties like piezoelectricity. These lead-free perovskites are especially valuable, offering tunability for advanced applications such…

Mardi des Chercheurs, Mar 2024, Mons, Belgium. 2024. ⟨hal-04622518⟩