activity
20092026
most citedImprovements of real coded genetic algorithms based on differential operators preventing premature convergence

132 citations · 538 across the 17 of their papers we have counts for

collaborators

17 papers

cs.CV2026

Segmenting Low-Contrast XCTs of Concrete: An Unsupervised Approach

Kaustav Das, Gaston Rauchs, Jan Sykora +1

X-Ray Computed Tomography (XCT) is a compelling tool in experimental mechanics, capable of non-destructively extracting information pertaining to the internal morphology of materia…

cs.CE2026

Identification of random material properties as stochastic inversion problem

Eliška Kočková, Anna Kučerová

Heterogeneity of many building materials complicates numerical modelling of structural behaviour. The material randomicity can be manifested by different values of material paramet…

cond-mat.mtrl-sci2016

Compression and Reconstruction of Random Microstructures using Accelerated Lineal Path Function

Jan Havelka, Anna Kučerová, Jan Sýkora

Microstructure reconstruction and compression techniques are designed to find a microstructure with desired properties. While the microstructure reconstruction searches for a micro…

cs.NE2015★ 42 cited

Artificial neural networks in calibration of nonlinear mechanical models

Tomáš Mareš, Eliška Janouchová, Anna Kučerová

Rapid development in numerical modelling of materials and the complexity of new models increases quickly together with their computational demands. Despite the growing performance…

cs.CE2014

Uncertainty Propagation in Elasto-Plastic Material

Jan Sýkora, Anna Kučerová

Macroscopically heterogeneous materials, characterised mostly by comparable heterogeneity lengthscale and structural sizes, can no longer be modelled by deterministic approach inst…

cs.CE2013★ 17 cited

Soft computing-based calibration of microplane M4 model parameters: Methodology and validation

A. Kucerova, M. Leps

Constitutive models for concrete based on the microplane concept have repeatedly proven their ability to well-reproduce its non-linear response on material as well as structural sc…