A review on data-driven constitutive laws for solids

JN Fuhg, G Anantha Padmanabha, N Bouklas… - … Methods in Engineering, 2024 - Springer
This review article highlights state-of-the-art data-driven techniques to discover, encode,
surrogate, or emulate constitutive laws that describe the path-independent and path …

A review of FE-FFT-based two-scale methods for computational modeling of microstructure evolution and macroscopic material behavior

C Gierden, J Kochmann, J Waimann… - … Methods in Engineering, 2022 - Springer
The overall, macroscopic constitutive behavior of most materials of technological importance
such as fiber-reinforced composites or polycrystals is very much influenced by the …

Multiscale modeling of ferroelectrics with stochastic grain size distribution

S Lange, A Ricoeur - Journal of Intelligent Material Systems …, 2022 - journals.sagepub.com
Macroscopic properties of ferroelectrics are controlled by processes on the microscale, in
particular the switching of crystal unit cells and the movement of domain walls, respectively …

[HTML][HTML] TFA and HS based homogenization techniques for nonlinear composites

A Castrogiovanni, S Marfia, F Auricchio… - International Journal of …, 2021 - Elsevier
The paper presents two reduced order homogenization techniques for studying the
response of nonlinear composite materials. The first approach is based on Transformation …