结构抗火

1. 结构部件的高温性能

2. 结构性能化防火设计

3. 建筑结构火灾倒塌预警

结构智能设计与建造理论

1. 杆系结构的形状及拓扑优化

2. 基于机器学习的结构自主化设计

3. 物理神经网络驱动的深度学习模型

4. 图神经网络驱动的深度学习模型

1. 上海市浦江人才计划, 22PJ1414000, 大型钢结构建筑火灾倒塌智能实时预警理论与方法研究, 2022/10-2024/09, 主持.

2. 国家自然科学基金青年科学基金项目, 52208196, 基于深度学习的拓扑约束下缺陷单层网壳稳定承载力演化规律与概率模型研究, 2023/01-2025/12, 主持.

国际期刊论文

• Liao H, Jiang S C*, Wang Y Z, Zhu S, Zhao X. Flexural behavior of clad rack beam-to-column bolted connections at high temperatures. Journal of Constructional Steel Research, 202x. (accepted for publication)

• Ji W, Li G Q, Zhu S*. Real-time prediction of key monitoring physical parameters for early warning of fire-induced building collapse. Computers and Structures, 2022, 272: 106875. 论文PDF下载 开源代码下载

• Ji W, Zhu S, Li G Q*, Lou G, Jiang S. Approach for early-warning collapse of double-span steel portal frames induced by fire. Fire Safety Journal, 2022, 131: 103628. 论文PDF下载 (许可证: CC-BY-NC-ND)

• Liu W, Xu L, Zhu S*, Li L, Liu F, Xiong Z. Shape optimisation of aluminium alloy spherical reticulated shells considering nonlinearities. Frontiers of Structural and Civil Engineering, 202x. (已录用)

• Zhu S, Ohsaki M, Hayashi K, Zong S*, Guo X. Deep reinforcement learning-based critical element identification and demolition planning of frame structures. Frontiers of Structural and Civil Engineering, 202x. (已录用) 论文PDF下载 (许可证: CC-BY-NC-ND)

• Zhu S, Ohsaki M, Hayashi K, Guo X*. Machine-specified ground structures for topology optimization of binary trusses using graph embedding policy network[J]. Advances in Engineering Software, 2021, 159: 103032. 论文PDF下载 (许可证: CC-BY-NC-ND)

• Wang X, Zhu S, Zeng Q, Guo X*. Improved multi-objective hybrid genetic algorithm for shape and size optimization of free-form latticed structures[J]. Journal of Building Engineering, 2021, 43: 102902.

• Zhu S, Guo X*, Tang W, Gao S, Chen C. Temperature development of aluminum alloy members considering fire radiation[J]. Journal of Building Engineering, 2021, 42: 102836.

• Zhu S, Ohsaki M, Zeng Q*, Guo X. Form-finding of aluminum alloy reticulated structures considering joint rigidity[J]. Engineering Structures, 2021, 242: 112618.

• Xiong Z, Zhu S*, Zou X, Guo S, Qiu Y, Li L. Elasto-plastic buckling behavior of aluminum alloy single-layer cylindrical shells[J]. Engineering Structures, 2021, 242: 112562.

• Guo X, Zhang J, Zhu S, Luo X*, Xu H. Damping characteristics of single-layer aluminum alloy reticulated spatial structures based on improved modal parameter identification method[J]. Thin-Walled Structures, 2021, 164: 107822.

• Zhu S, Ohsaki M, Guo X*. Prediction of non-linear buckling load of imperfect reticulated shell using modified consistent imperfection and machine learning[J]. Engineering Structures, 2021, 226: 111374. 成果代码下载

• Guo X, Zhu S, Jiang S*, Zhang C, Chen C. Fire tests on single-layer aluminum alloy reticulated shells with gusset joints[J]. Structures, 2020, 28: 1137-1152.

• Guo X, Zeng Q, Zhu S*, Huang Z. Bearing capacity of bolted ball-cylinder joint under uniaxial tensile force[J]. Structures, 2020, 28: 562-576.

• Guo X, Zong S, Shen Z*, Zhu S, Yuan S. Mechanical behavior of in-service axial compression angle steel members strengthened by welding[J]. Journal of Building Engineering, 2020, 32: 101736.

• Zhu S, Guo X*, Jiang S, Zong S, Chen C. Experimental study on the fire-induced collapse of single-layer aluminum alloy reticulated shells with gusset joints[J]. Journal of Structural Engineering, 2020, 146(12): 04020268.

• Jiang S, Zhu S*, Guo X, Chen C, Li Z. Safety monitoring system of steel truss structures in fire[J]. Journal of Constructional Steel Research, 2020, 172: 106216.

• Zhu S, Ohsaki M, Guo X*, Zeng Q. Shape optimization for non-linear buckling load of aluminum alloy reticulated shells with gusset joints[J]. Thin-Walled Structures, 2020, 154: 106830.

• Jiang S, Zhu S, Guo X*, Li Z. Full-scale fire tests on steel roof truss structures[J]. Journal of Constructional Steel Research, 2020, 169: 106025.

• Luo J, Zong S, Zhu S, Guo X*, Yu M. Mechanical behavior of Q690 high-strength steel beams at room and elevated temperatures[J]. Structural Design of Tall and Special Buildings, 2020, 29(5): e1712.

• Guo X, Zong S, Gao S*, Zhu S, Zhang Y. Ductile failure of occlusive high strength bolt connections under shear force[J]. Journal of Constructional Steel Research, 2020, 168: 105982.

• Guo X, Tao L, Zhu S*, Zong S. Experimental investigation of mechanical properties of aluminum alloy at high and low temperatures[J]. Journal of Materials in Civil Engineering, 2019, 32(2): 06019016.

• Guo X, Zhu S*, Liu X, Liu L. Experimental study on hysteretic behavior of aluminum alloy gusset joints[J]. Thin-Walled Structures, 2018, 131: 883-901.

• Zhu S, Guo X*, Liu X, Jiang S. Bearing capacity of aluminum alloy members under eccentric compression at elevated temperatures[J]. Thin-Walled Structures, 2018, 127: 574-587.

• Guo X, Zhu S, Liu X*, Wang K. Study on out-of-plane flexural behavior of aluminum alloy gusset joints at elevated temperatures[J]. Thin-Walled Structures, 2018, 123: 452-466.

• Zhu S, Guo X*, Liu X, Gao S. The in-plane effective length of members in aluminum alloy reticulated shell with gusset joints[J]. Thin-Walled Structures, 2018, 123: 483-491.

• Jiang S, Guo X, Xiong Z*, Cai Y, Zhu S. Experimental studies on behaviour of tubular t-joints reinforced with grouted sleeve[J]. Steel and Composite Structures, 2017, 23(5): 585-596.

• Xiong Z, Guo X*, Luo Y, Zhu S, Liu Y. Experimental and numerical studies on single-layer reticulated shells with aluminium alloy gusset joints[J]. Thin-Walled Structures, 2017, 118: 124-136.

• Xiong Z, Guo X*, Luo Y, Zhu S. Elasto-plastic stability of single-layer reticulated shells with aluminium alloy gusset joints[J]. Thin-Walled Structures, 2017, 115: 163-175.