Rubén Ibáñez

A Manifold Learning Approach to Data-Driven Computational Elasticity and Inelasticity

Rubén Ibáñez, Emmanuelle Abisset‐Chavanne, José Vicente Aguado et al. · Archives of Computational Methods in Engineering · 2016 · 217 citations

Geometric Learning, Engineering, Machine Learning +8

Data-driven non-linear elasticity: constitutive manifold construction and problem discretization

Rubén Ibáñez, Domenico Borzacchiello, José Vicente Aguado et al. · Computational Mechanics · 2017 · 136 citations · Full text

Numerical Analysis, Nonlinear Elasticity, Engineering +5

Hybrid constitutive modeling: data-driven learning of corrections to plasticity models

Rubén Ibáñez, Emmanuelle Abisset‐Chavanne, David González et al. · International Journal of Material Forming · 2018 · 93 citations · Full text

Engineering, Machine Learning, Data Science +11

A Multidimensional Data‐Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition

Rubén Ibáñez, Emmanuelle Abisset‐Chavanne, Amine Ammar et al. · Complexity · 2018 · 84 citations · Full text

Sparse Representation, Sought Dynamics, Machine Learning +15

Data-Driven Computational Plasticity

Francisco Chinesta, Pierre Ladevèze, Rubén Ibáñez et al. · Procedia Engineering · 2017 · 34 citations · Full text

Artificial Intelligence, Engineering, Data-driven Computational Plasticity +22