姓名：张磊
职务/职称：青年研究员
办公电话：15851831037
电子邮箱：zhanglei2025@dhu.edu.cn
办公地址：上海市松江区人民北路2999号纺织学院楼3014室
教育和工作经历
教育背景
工作经历
研究方向
物理信息驱动的机器学习方法
复合材料强度与耐久性分析
教授课程
纺织数理统计
纤维集合体力学
复合材料力学与MATLAB
代表论文及专利专著
科研项目
1. 国家自然科学基金（青C），2027.01～2029.12，力热异步循环下三维编织复合材料多轴疲劳损伤机理与寿命预测，在研，主持
2. 中央高校基本科研业务费专项资金自由探索项目，2026.1～2028.12，基于Transformer与多源数据融合的碳纤维复合材料变幅疲劳寿命预测方法研究，在研，主持
3. 高性能纤维及制品教育部重点实验室开放课题，2026.03～2027.03，基于残差融合神经网络的纤维增强复合材料跨温度疲劳寿命预测方法研究，在研，主持
代表论文
[1] Zhang L(张磊),Song Q ,Sun B .A transferable residual fusion framework for rapid fatigue life prediction of short fiber reinforced polymer composites. Composites Part B: Engineering, 2026,318: 113645.
[2] Zhang L(张磊), Xu W, Qiu R, Xu D, Zhang H, Zhu P. Multiscale-based multiaxial fatigue model of short fiber reinforced polymer composites under high-cycle proportional loading. Composites Part B: Engineering, 2024, 275: 111308.
[3] Zhang L(张磊), Zhang H, Liu Z, et al. Component-level fatigue life prediction of short fiber reinforced polymers via a novel parametric fatigue dataset generation method[J]. Composites Science and Technology, 2025: 111060.
[4] Zhang L(张磊), Liu Z, Wu D, Zhang H, Zhu P. Fast and synergetic fatigue life prediction of short fiber reinforced polymer composites from monotonic and cyclic loading behavior. Composites Science and Technology, 2023, 241: 110121.
[5] Zhang L(张磊), Li Z, Zhang H, Liu Z, Zhu P. Fatigue failure mechanism analysis and life prediction of short fiber reinforced polymer composites under tension-tension loading. International Journal of Fatigue, 2022, 160: 106880.
[6] Zhang L(张磊), Zhang H, Liu Z, Zhu P. A novel energy‐based framework for characterizing the strain‐softening behavior of CFRP composites using cyclic loading. Polymer Composites, 2022, 43(5): 2698-2710.
[7] Li B,Huang S,…, Zhang L(张磊).Numerical failure mechanism analysis on integrated braided bolted joints of three-dimensional braided carbon fiber reinforced polymer composites.Composites Science and Technology,2026,284: 111748.
[8] Xu W, Zhang L(张磊), Zhang B, Zhang H, Liu Z, Zhu P. Crushing behavior of contact-aided AlSi10Mg sandwich structure based on chiral mechanical metamaterials. International Journal of Mechanical Sciences, 2023, 260: 108636.
[9] Zhang H, Zhang L(张磊), Song Z, Zhu P. Hierarchical uncertainty quantification of hybrid (riveted/bonded) single lap aluminum-CFRP joints with structural multiscale characteristic. Composite Structures, 2023, 324: 117561.
[10] Zhang H, Zhang L(张磊), Xu C, Liu Z, Zhu P. Global sensitivity analysis of mechanical properties in hybrid single lap aluminum-CFRP (plain woven) joints based on uncertainty quantification. Composite Structures, 2022, 280: 114841.
[11] Zhang H, Zhang L(张磊), Liu Z, Qi S, Zhu Y, Zhu P. Numerical analysis of hybrid (bonded/bolted) FRP composite joints: A review. Composite Structures, 2021, 262: 113606.
[12] Zhang H, Zhang L(张磊), Liu Z, Zhu P. Research in failure behaviors of hybrid single lap aluminum-CFRP (plain woven) joints. Thin-Walled Structures, 2021, 161: 107488.
[13] Liu Z, Zhang L(张磊), Zhu P, Li M. Reliability-based design optimization of 3D orthogonal woven composite automobile shock tower. Journal of Composite Materials, 2021, 55(30): 4617-4631.
[14] Song Z, Zhang H, Zhang L(张磊), Liu Z, Zhu P. An estimation variance reduction-guided adaptive Kriging method for efficient time-variant structural reliability analysis. Mechanical Systems and Signal Processing, 2022, 178: 109322.
[15] Li Z, Liu Z, Zhang L(张磊), Zhu P. An innovative computational framework for the analysis of complex mechanical behaviors of short fiber reinforced polymer composites. Composite Structures, 2021, 277: 114594.
专利专著
[1] 朱平, 张磊, 刘钊. 基于电阻变化的CFRP损伤检测方法: CN201911103821.7[P]. 2021-07-30. （授权）
[2] 朱平, 张磊, 刘钊. 基于损伤映射有限元网格的分层量化方法: CN202010671660.8[P]. 2020-10-30. （授权）
