cratepy

CRATE (Clustering-based Nonlinear Analysis of Materials).

CRATE was originally developed by Bernardo P. Ferreira in the context of his PhD Thesis (see Ferreira (2022) [1]). CRATE is devised to aid the design and development of new materials by performing multi-scale nonlinear analyses of heterogeneous materials through a suitable coupling between first-order computational homogenization and clustering-based reduced-order modeling.

[1]

Ferreira, B.P. (2022). Towards Data-driven Multi-scale Optimization of Thermoplastic Blends: Microstructural Generation, Constitutive Development and Clustering-based Reduced-Order Modeling. PhD Thesis, University of Porto (see here)

Functions

crate_simulation(arg_input_file_path[, ...])

Perform CRATE simulation.

Modules

cratepy.clustering	Clustering-based domain decomposition procedures.
cratepy.ioput	Input/Output data procedures.
cratepy.main	CRATE (Clustering-based Nonlinear Analysis of Materials).
cratepy.material	Material constitutive modeling.
cratepy.online	Clustering-based reduced-order model online-stage.
cratepy.optimization	Toolkit to setup a standard optimization procedure.
cratepy.tensor	Toolkit of tensorial and matricial operations.