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cond-mat.mtrl-sci2026
Bayesian Optimization of Genetic Algorithm Hyperparameters in a Multi-Fidelity Framework for Efficient Lattice Material Design
Sergei Zorkaltsev, Maciej Haranczyk, Christina Schenk
This study presents a multi-fidelity framework for the systematic optimization of genetic algorithm (GA) hyperparameters. The framework integrates three fidelity levels: high-fidel…
cond-mat.mtrl-sci2023★ 4 cited
tda-segmentor: A tool to extract and analyze local structure and porosity features in porous materials
Aditya Vasudevan, Jorge Zorrilla Prieto, Sergei Zorkaltsev +1
Local geometrical features of a porous material such as the shape and size of a pore or the curvature of a solid ligament often affect the macroscopic properties of the material, a…