Automatised selection of load paths to construct reduced-order models in computational damage micromechanics: from dissipation-driven random selection to Bayesian optimization

The ROMES Method for Statistical Modeling of Reduced-Order-Model Error

(2015) Martin Drohmann et al.   SIAM-ASA Journal on Uncertainty Quantification

Model reduction in elastoplasticity: proper orthogonal decomposition combined with adaptive sub-structuring

(2014) Annika Radermacher et al.   COMPUTATIONAL MECHANICS

A reduced multiscale model for nonlinear structural topology optimization

(2014) Liang Xia et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Dimensional reduction of nonlinear finite element dynamic models with finite rotations and energy-based mesh sampling and weighting for computational efficiency

(2014) Charbel Farhat et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

An adaptive and efficient greedy procedure for the optimal training of parametric reduced-order models

(2014) A. Paul-Dubois-Taine et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

A Posteriori Error Estimation for DEIM Reduced Nonlinear Dynamical Systems

(2014) D. Wirtz et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

STATISTICAL EXTRACTION OF PROCESS ZONES AND REPRESENTATIVE SUBSPACES IN FRACTURE OF RANDOM COMPOSITES

(2013) Pierre Kerfriden et al.   International Journal for Multiscale Computational Engineering

Hybrid impotent-incompatible eigenstrain based homogenization

(2013) Jacob Fish et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Certification of projection-based reduced order modelling in computational homogenisation by the constitutive relation error

(2013) P. Kerfriden et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

A partitioned model order reduction approach to rationalise computational expenses in nonlinear fracture mechanics

(2012) P. Kerfriden et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Residual Minimizing Model Interpolation for Parameterized Nonlinear Dynamical Systems

(2012) Paul G. Constantine et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Bridging proper orthogonal decomposition methods and augmented Newton–Krylov algorithms: An adaptive model order reduction for highly nonlinear mechanical problems

(2010) P. Kerfriden et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Towards an adaptive POD/SVD surrogate model for aeronautic design

(2010) T. Braconnier et al.   COMPUTERS & FLUIDS

Three-dimensional finite element implementation of the nonuniform transformation field analysis

(2010) Felix Fritzen et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Efficient non-linear model reduction via a least-squares Petrov-Galerkin projection and compressive tensor approximations

(2010) Kevin Carlberg et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Nonlinear Model Reduction via Discrete Empirical Interpolation

(2010) Saifon Chaturantabut et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Multi-scale computational homogenization: Trends and challenges

(2009) M.G.D. Geers et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Computational homogenization for nonlinear conduction in heterogeneous materials using model reduction

(2008) E. Monteiro et al.   COMPUTATIONAL MATERIALS SCIENCE

Missing Point Estimation in Models Described by Proper Orthogonal Decomposition

(2008) Patricia Astrid et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Hyper-reduction of mechanical models involving internal variables

(2008) D. Ryckelynck   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Model Reduction for Large-Scale Systems with High-Dimensional Parametric Input Space

(2008) T. Bui-Thanh et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING