10 citations · 33 across the 6 of their papers we have counts for
7 papers
A 211K Parameter Foundation Model: Genetic Prompting in Neural Cellular Automata
John Kalkhof, Niklas Ihm, Daniel Kirste +1
The scale of modern foundation models enables broad task generalization. In medical imaging, where segmentation demands vary widely across clinical contexts, such flexibility is in…
Quantifying the effects of particle clustering in random thermoelastic composites -- numerical and mean-field analyses
Pawel Holobut, Michal Majewski, Katarzyna Kowalczyk-Gajewska
The effect of space distribution of randomly-placed particles in a representative composite volume on the thermoelastic effective properties and local stress and strain distributio…
An additive Mori-Tanaka scheme for elastic-viscoplastic composites based on a modified tangent linearization
Katarzyna Kowalczyk-Gajewska, Stephane Berbenni, Sebastien Mercier
Mean-field modeling based on the Eshelby inclusion problem poses some difficulties when the non-linear Maxwell-type constitutive law is used for elasto-viscoplasticity. One difficu…
Cylindrical void growth vs. grain fragmentation in FCC single crystals: CPFEM study for two types of loading conditions
Saketh Virupakshi, Katarzyna Kowalczyk-Gajewska
The crystal plasticity finite element method (CPFEM) is used to investigate the coupling between the cylindrical void growth or collapse and grain refinement in face-centered cubic…
Atomistic and mean-field estimates of effective stiffness tensor of nanocrystalline materials of hexagonal symmetry
Katarzyna Kowalczyk-Gajewska, Marcin Maździarz
Anisotropic core-shell model of a nano-grained polycrystal is extended to estimate the effective elastic stiffness of several metals of hexagonal crystal lattice symmetry. In the a…
Atomistic and mean-field estimates of effective stiffness tensor of nanocrystalline materials of cubic symmetry
Katarzyna Kowalczyk-Gajewska, Marcin Maździarz
Anisotropic core-shell model of a nano-grained polycrystal, proposed recently for nanocrystalline copper, is applied to estimate elastic effective properties for a set of crystals…
Atomistic and mean-field estimates of effective stiffness tensor of nanocrystalline copper
Katarzyna Kowalczyk-Gajewska, Marcin Maździarz
The full elasticity tensor for nano-crystalline copper is derived in molecular simulations by performing numerical tests for a set of generated samples of the polycrystalline mater…