工业软件内核及求解器

1.光滑粒子流体动力学：气-液-固流场仿真

2.深度神经网络：三维几何非迭代造型

3.知识图谱与大语言模型：制造工艺智能设计与优化

4.三维场景渲染及AR、VR技术

2023.12-至今          西安交通大学，教授

2021.01-2023.12     西安交通大学，副教授

2017.03-2020.12     西安交通大学，讲师

1）国家重点研发计划课题：“面向柔性可重构生产的组态工艺智能生成技术”；

2）工信部民机专项子课题：“基于知识语言模型的制造工艺自动生成技术”

3）国家自然科学基金面上项目：“飞机复杂燃油箱高动态惰化流场特性演变机理及高效预测与调控机制”

4）国家自然科学基金青年项目：“基于显隐融合几何描述的薄壁串油结构优化设计方法研究”

5）XX所横向项目：“面向大过载及正反飞的油面动态仿真与分析”

6）XX所横向项目：“油箱抑爆系统建模及性能仿真分析”

7）XX单位横向项目：“某两型全息虚拟装填训练模拟器”，“某型虚拟装填训练系统”，“某型沉浸式虚拟装填训练软件系统”

西安交通大学青年拔尖人才（A类）

[1]“复杂热流工况下装备承载结构生成式设计技术与应用”，教育部技术发明一等奖，2022年度，第3完成人。

[2]“过程监测感知驱动的复杂产品装配维修可视化诱导技术及应用”，山东省技术发明二等奖，2022年度，第2完成人。

[3]“产品装配过程智能监测与AR诱导技术创新及应用”，中国商业联合会科技进步二等奖，2021年度，第2完成人。

[4]Shuai Zheng, Wenhao Tang, and Baotong Li. "A new topology optimization framework for stiffness design of beam structures based on the transformable triangular mesh algorithm." Thin-Walled Structures 154 (2020): 106831.(IF=6.4)

[5]Shuai Zheng, Lingjie Qiu, Fengxin Lan, TSO-GCN: A Graph Convolutional Network approach for real-time and generalizable truss structural optimization, Applied Soft Computing 134C (2023) 110015.(IF=8.7)

[6]Shuai Zheng, Fan Gao, Ziyu Zhang, Honglei Liu, and Baotong Li. "Topology optimization on fuel tank rib structures for fuel sloshing suppression based on hybrid fluid-solid SPH simulation." Thin-Walled Structures 165 (2021): 107938.(IF=6.4)

[7]Shuai Zheng, Jun Hong, Kang Zhang, Baotong Li, and Xin Li. "A multi-frame graph matching algorithm for low-bandwidth RGB-D SLAM." Computer-Aided Design 78 (2016): 107-117.(IF=4.3)

[8]Shuai Zheng, Yabin Wang, Baotong Li, and Xin Li. "A Hardware-adaptive Deep Feature Matching Pipeline for Real-time 3D Reconstruction." Computer-Aided Design 132 (2021): 102984.(IF=4.3)

[9]Shuai Zheng, Bingzhuo Yu, Yingjie Chen, Songhao Zhang and Jun Hong. "RidgeVPR: A Global Positioning Framework in Sparse Feature Outdoor Environments Using Visual Place Recognition and Ridge Line Feature Matching." IEEE Transactions on Vehicular Technology  (2024). (IF=6.8)

[10]Shuai Zheng, Haojie Fan, Ziyu Zhang, Zhiqiang Tian, and Kang Jia. "Accurate and Real-Time Structural Topology Prediction Driven by Deep Learning under Moving Morphable Component-Based Framework." Applied Mathematical Modelling 97 (2021): 522-535.(IF=5)

[11]Shuai Zheng, Zhenzhen He, and Honglei Liu. "Generating three-dimensional structural topologies via a U-Net convolutional neural network." Thin-Walled Structures 159 (2021): 107263.(IF=6.4)

[12]Baotong Li, Congjia Huang, Xin Li, Shuai Zheng, and Jun Hong. "Non-iterative structural topology optimization using deep learning." Computer-Aided Design 115 (2019): 172-180.(IF=4.3)

[13]Youzi Xiao, Shuai Zheng∗, Jiancheng Shi, Xiaodong Du, Jun Hong. "Knowledge graph-based manufacturing process planning: A state-of-the-art review". Journal of Manufacturing Systems, 70(2023), 417-435. (IF=12.1)

[14]Kang Jia, Junkang Guo, Shuai Zheng, Jun Hong. "A general mathematical model for two-parameter generating machining of involute cylindrical gears". Applied Mathematical Modelling, 75(2019), 37-51. (IF=5)

[15]Baotong Li, Honglei Liu, and Shuai Zheng. "Multidisciplinary topology optimization for reduction of sloshing in aircraft fuel tanks based on SPH simulation." Structural and Multidisciplinary Optimization 58 (4) (2018): 1719-1736.(IF=3.9)

[16]郑帅, 王子涵, 赵浩然, 杨朋涛, 洪军. "基于差分进化算法的飞机油量传感器布局优化方法." 航空学报, 2022, 43(8): 125809-125809.