一、基本信息

刘陈续，校聘研究员/副研究员，博士生导师。2023年6月毕业于北京交通大学，获工学博士学位；2023年7月至2025年10月在清华大学从事博士后研究，任助理研究员。主持国家自然科学基金青年科学基金项目（C类）和中国博士后科学基金面上项目，入选国家资助博士后研究人员计划（C档）、北京市“高创计划”青年人才托举工程、北京工业大学优秀人才及清华大学“清航学者”等人才计划，获北京交通大学优秀博士学位论文、北京市优秀毕业生等荣誉。

二、研究方向

1.波动调控与振动控制

2.能量吸收与冲击防护

3.人工智能与结构优化

三、学术成果

发表论文二十余篇，授权国家发明专利2项，代表性成果如下：

1.Sun B X, Liu C X*, Yu G L*, et al. A novel physics-informed neural network via field mapping. International Journal of Mechanical Sciences, 2026, 316, 111462. (IF: 11.4)

2.Sun B X, Liu C X *, Yu G L*, et al. A physics-informed machine learning model for phononic metamaterials manipulating elastic waves. Engineering Structures, 2025, 343, 121152. (IF: 7.6)

3.Liu C X, Zhang Y, Wang X, et al. Chiral multi-curved shell metamaterials integrating compression-torsion and buckling mechanisms for ideal energy absorption. Nature Communications, 2025, 16, 11359. (IF: 18.1)

4.Liu C X, Wang X, Liu W, et al. A physics-informed neural network for Kresling origami structures. International Journal of Mechanical Sciences, 2024, 269: 109080. (IF: 9.4)

5.Liu C X, Yu G L, Liu Z. Machine learning models in phononic metamaterials. Current Opinion in Solid State and Materials Science, 2024, 28: 101133. (IF:13.4)

6.Liu C X, Yu G L, Liu Z. Fast topology optimization of phononic crystal‐based metastructures for vibration isolation by deep learning. Computer-Aided Civil and Infrastructure Engineering, 2024, 39(5): 776-790. (IF: 9.1)

7.Liu C X, Yu G L. Deep learning-based design of ternary metamaterials for isolating full-mode waves. Engineering Structures, 2023, 277: 115441. (IF: 5.6)

8.Liu C X, Yu G L. A deep learning model for the topological design of 2D periodic wave barriers. Computer-Aided Civil and Infrastructure Engineering, 2022, 37(4): 451-469. (IF: 9.6)

9.Liu C X, Yu G L. Inverse design of locally resonant metabarrier by deep learning with a rule-based topology dataset. Computer Methods in Applied Mechanics and Engineering, 2022, 394: 114925. (IF: 7.2)

10.Liu C X, Yu G L. Intelligent design of engineered metabarrier based on deep learning. Composite Structures, 2022, 280: 114911. (IF: 6.3)

11.Liu C X, Yu G L. Deep learning-based topology design of periodic barrier for full-mode waves. Construction and Building Materials, 2022, 314: 125579. (IF: 7.4)

其它研究成果请参考本人ResearchGate主页：https://www.researchgate.net/profile/Chen-Xu-Liu-2/research

四、联系方式

E-mail: chenxuliu@bjut.edu.cn