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cond-mat.mtrl-sci2021★ 29 cited
Modular-topology optimization of structures and mechanisms with free material design and clustering
Marek Tyburec, Martin Doškář, Jan Zeman +1
Topology optimization of modular structures and mechanisms enables balancing the performance of automatically-generated individualized designs, as required by Industry 4.0, with en…
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…