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教育背景
2007.09-2011.07，上海复旦大学，理论与应用力学，学士
2011.09-2014.06，上海复旦大学，流体力学，硕士
2015.07-2017.07, 美国莱斯大学（Rice University），机械工程，硕士
2017.08-2021.12，美国卡耐基梅隆大学（Carnegie Mellon University），机械工程，博士
工作经历
2022.08-至今 太阳成集团 人工智能研究院 讲师
研究方向
智能制造
计算机辅助设计和工程
多物理场仿真
科研项目
1.上海市白玉兰人才计划浦江项目：生成式人工智能驱动的等几何体样条构造关键技术研究，2025.12-2027.11，主持
2.国家自然科学基金青年基金：基于广义多立方体法的保特征三维样条参数化研究，2024.01-2026.12，主持
3.学科创新领域培育项目：智能材料与4D打印：机器学习驱动的高精度变形主动调控，2023.07-2025.12，结题，主持
4.中央高校基本科研业务费专项项目：基于有限元法的碳纤维聚乳酸复合材料自组装结构变形主动调控研究，2023.01-2025.12，结题，主持
5.本田汽车项目，Advanced Isogeometric Analysis Solid Modeling System for Honda Applications，2018.09-2021.03，结题，主要参与
6.美国制造业未来启动项目，SimuLearn: Combining Machine Learning, Mechanical and Geometrical Simulation for the Inverse Design and Manufacture of Self-assembling Fiber-reinforced Composites，2018.08-2019.09，结题，主要参与
7.美国政府机构海军航空系统司令部项目，Novel isogeometric analysis based automation of high-fidelity finite element analysis model creation from computer aided design，2017.08-2020.11，结题，主要参与
代表性成果：
1.Yue Wang; Mingjun Tang; Shen Gao; Zhilin Chen; Na Liu; Yuzhao Zhang; Xiaodong Yue; Tao Yue; Yuxuan Yu; Chao Wang; Shaorong Xie; Wenjung Li; Graph Rotation Network: Equivariant Graph Neural Network for Efficient Inverse Design in 4D Printing, in IEEE Transactions on Neural Networks and Learning Systems, 2026, accepted
2.Yuxuan Yu; Yuzhuo Fang; Hua Tong; Jiashuo Liu; Yongjie Jessica Zhang; DDPM-Polycube: a denoising diffusion probabilistic model for polycube-based hexahedral mesh generation and volumetric spline construction, Engineering with Computers, 2026, 42: 1–21
3.Yuxuan Yu; Yuzhuo Fang; Hua Tong; Yongjie Jessica Zhang; DL-Polycube: deep learning enhanced generalized polycube method for high-quality hexahedral mesh generation and volumetric spline construction, Engineering with Computers, 2025, 41: 2069–2092
4.Yuxuan Yu; Xiaodong Wei; Angran Li; Jialei Ginny Liu; Jeffrey He; Yongjie Jessica Zhang ; HexGen and Hex2Spline: Polycube-Based Hexahedral Mesh Generation and Spline Modeling for Isogeometric Analysis Applications in LS-DYNA, Geometric Challenges in Isogeometric Analysis, Springer INdAM Series, 2022, 49: 333-363
5.Yuxuan Yu; Kuanren Qian; Humphrey Yang; Lining Yao; Yongjie Jessica Zhang; Hybrid IGA-FEA of fiber reinforced thermoplastic composites for forward design of AI-enabled 4D printing, Jour nal of Materials Processing Technology, 2022, 302: 117497
6.Yuxuan Yu; Jialei Ginny Liu; Yongjie Jessica Zhang; HexDom: Polycube-Based Hexahedral- Dominant Mesh Generation, Mesh Generation and Adaptation, SEMA SIMAI Springer Series, 2022, 30: 137-155
7.Yuxuan Yu; Haolin Liu; Kuanren Qian; Humphrey Yang; Matthew McGehee; Jianzhe Gu; Danli Lu o; Lining Yao; Yongjie Jessica Zhang; Material characterization and precise finite element analy sis of fiber reinforced thermoplastic composites for 4D printing, Computer-Aided Design, 2020, 12 2: 102817
8.Yuxuan Yu; Yongjie Jessica Zhang; Kenji Takizawa; Tayfun E.Tezduyar; Takafumi Sasaki ; An atomically realistic lumen motion representation in patient-specific space–time isogeometric flow analysis of coronary arteries with time-dependent medical-image data, Computational Mechanics, 2020, 65(2): 395-404
9.Humphrey Yang; Kuanren Qian; Haolin Liu; Yuxuan Yu; Jianzhe Gu; Matthew McGehee; Yongjie Jessica Zhang; Lining Yao; SimuLearn: Fast and Accurate Simulator to Support Morphing Materials Design and Workflows, Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology, 2020, 1: 71-84
主讲课程：
1.本科生课程
人工智能导论
数据技术与机器学习
2.研究生课程
智能制造系统
学术兼职：
国际期刊Computer-Aided Design 和 Engineering with Computers审稿人
荣誉奖励：
2021年，获USNCCM16 Conference Award
2019年，获Bradford and Diane Smith Graduate Fellowship in Engineering
2018年，获Siemens FutureMakers Hack-a-thon Challenge 竞赛二等奖
2016年，获Rice Global E&C Forum 奖学金
2013年，获光华奖学金
2010年，获本科生国家奖学金
2010年，获中科院奖学金
软件版权登记及专利：
1.智能风洞风速调节及数据采集系统，CN203249751U