Zhixin Zhan

机构：Beihang University · ORCID：0000-0002-1842-0391

发表论文 65 篇 · 总被引 2005 次 · h-index 22

代表论文

• Recent developments and future trends in fatigue life assessment of additively manufactured metals with particular emphasis on machine learning modeling (2023 · Fatigue & Fracture of Engineering Materials & Structures · 被引 41)
• Fatigue failure mechanisms and life prediction of additive manufactured metallic lattices: a comprehensive review (2025 · Virtual and Physical Prototyping · 被引 30)
• A crystal plasticity-based microdamage model and its application on the tensile failure process analysis of 7075 aluminum alloy (2023 · Materials Science and Engineering A · 被引 27)
• A novel defect-based fatigue damage model coupled with an optimized neural network for high-cycle fatigue analysis of casting alloys with surface defect (2023 · International Journal of Fatigue · 被引 21)
• Advances in machine learning for predicting fatigue behavior: from material properties to fatigue life and fatigue crack growth (2025 · International Journal of Structural Integrity · 被引 19)
• Pore-induced fatigue failure: A prior progressive fatigue life prediction framework of laser-directed energy deposition Ti-6Al-4V based on machine learning (2024 · Theoretical and Applied Fracture Mechanics · 被引 19)