Microstructure modeling and crystal plasticity parameter identification for predicting the cyclic mechanical behavior of polycrystalline metals

Computational homogenization permits to capture the influence of the microstructure on the cyclic mechanical behavior of polycrystalline metals. In this work we investigate methods to compute Laguerre tessellations as computational cells of polycrystalline microstructures, propose a new method to assign crystallographic orientations to the Laguerre cells and use Bayesian optimization to find suitable parameters for the underlying micromechanical model from macroscopic experiments.

Product details

• Authors: Jannick Kuhn
• Publisher: KIT Scientific Publishing
• Languages: English
• Product format: Paperback / Softback
• Released: 04.04.2023
• EAN: 9783731512721
• ISBN: 978-3-7315-1272-1
• No. of pages: 224
• Dimensions: 148 mm x 13 mm x 210 mm
• Weight: 430 g
• Illustrations: graph. Darst.
• Series: Schriftenreihe Kontinuumsmechanik im Maschinenbau / Karlsruher Institut für Technologie, Institut für Technische Mechanik - Bereich Kontinuumsmechanik
• Subject: Natural sciences, medicine, IT, technology > Technology > Miscellaneous