Model-free data-driven methods in mechanics: material data identification and solvers

Mixed-integer programming formulation of a data-driven solver in computational elasticity

(2019) Yoshihiro Kanno   Optimization Letters

Data-Driven Problems in Elasticity

(2018) S. Conti et al.   ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS

Data-based derivation of material response

(2018) Adrien Leygue et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A data-driven approach to nonlinear elasticity

(2018) Lu Trong Khiem Nguyen et al.   COMPUTERS & STRUCTURES

Data-driven computing in dynamics

(2017) T. Kirchdoerfer et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Data-driven computational mechanics

(2016) T. Kirchdoerfer et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Scalable Nearest Neighbor Algorithms for High Dimensional Data

(2014) Marius Muja et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A fully integrated noise robust strategy for the identification of constitutive laws from digital images

(2010) Julien Réthoré   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING