Jan Gerlach

机构：TU Dortmund University · ORCID：0000-0003-0429-0204

发表论文 10 篇 · 总被引 45 次 · h-index 4

代表论文

• Prediction of ductile damage evolution based on experimental data using artificial neural networks (2022 · International Journal of Solids and Structures · 被引 23)
• Low cycle fatigue of components manufactured by rod extrusion: Experiments and modeling (2023 · Advances in Industrial and Manufacturing Engineering · 被引 12)
• Enhancing damage prediction in bulk metal forming through machine learning-assisted parameter identification (2024 · Archive of Applied Mechanics · 被引 5)
• Data-driven ductile damage model for damage-induced material degradation in forming (2023 · Manufacturing Letters · 被引 4)
• Decoupling plasticity- and damage-induced property changes by an elasto-plasticity framework coupled with a data-driven damage evolution model (2026 · International Journal of Plasticity · 被引 1)
• SPARSE — Efficient high-resolution SEM imaging of rare microstructural features across large areas by selective rescanning (2026 · Materials Characterization)