Full‐field optical measurements like digital image correlation or the grid method have
brought a paradigm shift in the experimental mechanics community. While inverse …

With the advent of camera‐based full‐field measurement techniques such as digital image
correlation (DIC), researchers have been trying to exploit such rich data sets through the use …

This paper presents an integrated model-free data-driven approach to solid mechanics,
allowing to perform numerical simulations on structures on the basis of measures of …

The data-driven computing paradigm initially introduced by Kirchdoerfer & Ortiz (2016)
enables finite element computations in solid mechanics to be performed directly from …

A nominal finite element solver is proposed for data-driven finite strain elasticity. It bypasses
the need for a constitutive model by considering a database of deformation gradient/first …

Mechanical properties of as-printed 316L stainless steel thin-walled structures obtained by
directed energy deposition are investigated. In-situ tensile and fracture tests are performed …

Composite plates are widely used in many engineering fields such as aerospace and
automotive. An accurate and efficient multiscale modeling and simulation strategy is of …

The data-driven computing paradigm initially introduced by Kirchdoerfer and Ortiz (2016) is
extended by incorporating locally linear tangent spaces into the data set. These tangent …

Simple shear presents a local material structure–property relationship and plays an
important role in the development of material design, mechanical modeling, and …

The present paper proposes a coupled experimental-numerical protocol to measure
heterogeneous stress fields in a model-free framework. This work contributes to developing …