Identifying material parameters in crystal plasticity by Bayesian optimization

• Validation of crystal plasticity fatigue crack nucleation predictions in ferritic steel using a reconstructed 3D microstructure

  2026 International Journal of Fatigue article Engineering Fatigue and fracture mechanics

  0

  citations
• Crystal plasticity parameter identification via statistical relevant micropillar compression

  2025 Acta Materialia article Engineering Microstructure and Mechanical Properties of Steels Open access

  7

  citations
• A novel genetic algorithm-based calibration framework for crystal plasticity parameters in DP780 steels using multiscale mechanical testing

  2025 Computational Materials Science article Engineering Microstructure and Mechanical Properties of Steels Open access

  7

  citations
• A data driven computational microstructure analysis on the influence of martensite banding on damage in DP-steels

  2022 Computational Materials Science article Engineering Microstructure and Mechanical Properties of Steels

  16

  citations
• A novel microscale fatigue failure indicator considering plastic irreversibility for microstructure-based lifetime simulation

  2022 International Journal of Fatigue article Engineering Fatigue and fracture mechanics

  16

  citations
• Micromechanical fatigue experiments for validation of microstructure-sensitive fatigue simulation models

  2022 International Journal of Fatigue article Engineering Fatigue and fracture mechanics Open access

  20

  citations
• Surface roughness influence in micromechanical fatigue lifetime prediction with crystal plasticity models for steel

  2022 International Journal of Fatigue article Engineering Fatigue and fracture mechanics

  17

  citations
• Determination of fatigue lifetimes with a micromechanical short crack model for the high-strength steel SAE 4150

  2021 International Journal of Fatigue article Engineering Fatigue and fracture mechanics

  15

  citations

8 results