An energy-based variational model of ferromagnetic hysteresis for finite element computations. - Vincent François-Lavet; François Henrotte; Laurent Stainier; Ludovic Noels; Christophe Geuzaine (J. Comput. Appl. Math., 2013)

Model-Free Data-Driven Inelasticity. - Robert Eggersmann; Trenton Kirchdoerfer; Stefanie Reese; Laurent Stainier; Michael Ortiz (CoRR, 2018)

A Discontinuous Galerkin Material Point Method for the solution of impact problems in solid dynamics. - Adrien Renaud; Thomas Heuzé; Laurent Stainier (J. Comput. Phys., 2018)

Model-Free Data-Driven Methods in Mechanics: Material Data Identification and Solvers. - Laurent Stainier; Adrien Leygue; Michael Ortiz (CoRR, 2019)

Enriched continuum for multi-scale transient diffusion coupled to mechanics. - Abdullah Waseem; Thomas Heuzé; Laurent Stainier; Marc G. D. Geers; Varvara G. Kouznetsova (Adv. Model. Simul. Eng. Sci., 2020)

Model-free Data-Driven Computational Mechanics Enhanced by Tensor Voting. - Robert Eggersmann; Laurent Stainier; Michael Ortiz; Stefanie Reese (CoRR, 2020)

Data-driven fracture mechanics. - Pietro Carrara; Laura De Lorenzis; Laurent Stainier; Michael Ortiz (CoRR, 2020)

Efficient Data Structures for Model-free Data-Driven Computational Mechanics. - Robert Eggersmann; Laurent Stainier; Michael Ortiz; Stefanie Reese (CoRR, 2020)

Data-Driven Games in Computational Mechanics. - Kerstin Weinberg; Laurent Stainier; Sergio Conti; Michael Ortiz (CoRR, 2023)

Data-driven micromorphic mechanics for materials with strain localization. - Jacinto Ulloa; Laurent Stainier; Michael Ortiz; José E. Andrade (CoRR, 2024)

Data-driven methods for computational mechanics: A fair comparison between neural networks based and model-free approaches. - Martin Zlatic; Felipe Rocha; Laurent Stainier; Marko Canadija (CoRR, 2024)