Laurent Stainier

Professor

Ecole centrale de Nantes

France

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Professor Laurent Stainier is a faculty member at Ecole centrale de Nantes, France. His research areas focus on data-driven computational mechanics, nonlinear elasticity, and advanced numerical methods for complex geometries. Recent publications include studies on adaptive sampling strategies, micromorphic mechanics, and the application of graph-based representations in computational mechanics.

Articles (17)

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2025

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2024

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2024

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2023

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2022

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2021

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2021

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2021

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2021

Collaborators (7)

PIERRE BOIVIN

Aix-Marseille University

FRANCE

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Varvara Kouznetsova

Associate Professor

Eindhoven University of Technology

NETHERLANDS

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Anna Pandolfi

Professor

Politecnico di Milano

ITALY

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Jacinto Ulloa

Assistant professor

University of Michigan

UNITED STATES

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Kerstin Weinberg

University of Siegen

GERMANY

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Thomas Heuzé

Assistant professor

Ecole centrale de Nantes

FRANCE

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Felipe Rocha

Associate Professor

Université Paris-Saclay

FRANCE

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Laurent Stainier

Research Interests

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About

Articles (17)

Mathematical and numerical assessment of Data-Driven Identification method applied to nonlinear elasticity

Immersed boundary formulation for complex geometries in hypersonic flows: Application to atmospheric reentry

On-the-fly adaptive sampling strategy for data-driven computational mechanics: Applications to computational homogenisation

ADER discontinuous Galerkin Material Point Method

Data-driven methods for computational mechanics: A fair comparison between neural networks based and model-free approaches

Data-driven micromorphic mechanics for materials with strain localization

Graph-based representation of history-dependent material response in the Data-Driven Computational Mechanics framework

Data-Driven games in computational mechanics

An optimal-transport finite-particle method for mass diffusion

Guiding severely anisotropic twinning bands in Magnesium: An in situ investigation by full-field microscopic image correlation

Adaptive goal-oriented data sampling in Data-Driven Computational Mechanics

A variational formulation of thermomechanical constitutive update for hyperbolic conservation laws

Data-driven reduced homogenization for transient diffusion problems with emergent history effects

An entropy-stable Smooth Particle Hydrodynamics algorithm for large strain thermo-elasticity

Two-scale analysis of transient diffusion problems through a homogenized enriched continuum

Efficient data structures for model-free data-driven computational mechanics

Finite element solver for data-driven finite strain elasticity

Collaborators (7)

PIERRE BOIVIN

Varvara Kouznetsova

Anna Pandolfi

Jacinto Ulloa

Kerstin Weinberg

Thomas Heuzé

Felipe Rocha

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