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cond-mat.mtrl-sci2021
Microstructure reconstruction via artificial neural networks: A combination of causal and non-causal approach
Kryštof Latka, Martin Doškář, Jan Zeman
We investigate the applicability of artificial neural networks (ANNs) in reconstructing a sample image of a sponge-like microstructure. We propose to reconstruct the image by predi…
cond-mat.mtrl-sci2020
Microstructure-informed reduced modes synthesized with Wang tiles and the Generalized Finite Element Method
M. Doškář, J. Zeman, P. Krysl +1
A recently introduced representation by a set of Wang tiles -- a generalization of the traditional Periodic Unit Cell based approach -- serves as a reduced geometrical model for ma…