基本信息
邱诚 中国科学院力学研究所 副研究员
研究方向：
复合材料力学
结构优化方法
多功能轻量化结构设计
机器学习方法应用
联系电话：010-82544038
电子邮件： qiucheng@imech.ac.cn
办公地址： 中科院力学所2号楼227室
个人简介 & 研究兴趣
教育经历：
2020-04--2022-04 香港科技大学 机械航空工程学系 博士后 （导师：杨晶磊）
2014-07--2020-01 北京航空航天大学 复合材料结构设计 博士 （导师：杜善义，关志东）
2010-09--2014-06 北京航空航天大学 飞行器设计 本科
本人的研究方向聚焦于复合材料、力学、人工智能方法的交叉领域，致力于采用基于大数据的人工智能研究范式，以辅助解决轻量化复材结构在航空航天领域应用过程中面临的设计、制造与表征相关问题。
（1）复合材料结构的多尺度力学分析
复合材料力学
断裂力学/连续损伤理论
多尺度多物理场建模
（2）物理AI辅助的轻量化多功能结构设计
人工智能方法探索构效关系
结构优化（拓扑）算法设计
增材制造与多尺度超材料
（3）基于人工智能的复材结构全寿命周期管理
复合材料表征测试的数据挖掘
结构健康监测技术
复合材料损伤的识别与修复
招生信息
每年招收1~2名硕士研究生，同时提供联培研究生和本科生科研实习机会。课题组也有博士生名额。
欢迎对材料力学、结构仿真、算法设计感兴趣的同学联系！
招生专业
080101-一般力学与力学基础
080102-固体力学
080104-工程力学
080102-固体力学
080104-工程力学
招生方向
复合材料力学
结构仿真与设计
人工智能方法
结构仿真与设计
人工智能方法
论文及专著
完整文章列表 详见 ResearchGate，Google Scholar
论文
[1] Zhao, Ying, Zhao, Jinliang, Zhang, Yunxiao, Qiu, Cheng, Zhang, He, Yang, Jinglei. Cell membrane-inspired regulation of reactant diffusion for active agent microencapsulation via interface engineering. CHEMICAL ENGINEERING JOURNAL[J]. 2024, 第 4 作者492: http://dx.doi.org/10.1016/j.cej.2024.152311.
[2] 马特, 王睿星, 邱诚, 袁武, 宋宏伟, 黄晨光. Revealing the ablative behavior and mechanism of a 2D C/SiC Ti3SiC2 modified composite through a multi-scale laser ablation model. Ceramics International[J]. 2024, 第 3 作者null(null):
[3] Zhenhao Liao, Yiyun Hu, Yan Shen, Ke Chen, Cheng Qiu, Jinglei Yang, Lei Yang. Investigation into the Reinforcement Modification of Natural Plant Fibers and the Sustainable Development of Thermoplastic Natural Plant Fiber Composites. POLYMERS[J]. 2024, 第 5 作者16(24): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11678276/.
[4] Qiu, Cheng, Lin, Yuxia, Shen, Yan, Song, Hongwei, Yang, Jinglei. Designing the Geometry of Compact Tension Specimens for Easy Fracture Toughness Measurement Using Reinforcement Learning. JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME[J]. 2024, 第 1 作者 通讯作者 91(9): http://dx.doi.org/10.1115/1.4065624.
[5] Qiu, Cheng, Gui, Yizhuo, Ma, Jiwen, Song, Hongwei, Yang, Jinglei. Machine learning-based determination of Mode II translaminar fracture toughness of composite laminates from simple V-notched shear tests. COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING[J]. 2024, 第 1 作者 通讯作者 184: https://www.webofscience.com/wos/woscc/full-record/WOS:001243343700001.
[6] Yang, Lei, Liao, Zhenhao, Qiu, Cheng, Hong, Zijing, Yang, Jinglei. Experimental study on the impact resistance and damage tolerance of thermoplastic FMLs. THIN-WALLED STRUCTURES[J]. 2024, 第 3 作者196: http://dx.doi.org/10.1016/j.tws.2023.111435.
[7] Kang, Shuai, Liu, Wenfeng, Song, Hongwei, Yuan, Wu, Qiu, Cheng, Ma, Te, Wang, Zhe, Wang, Jiangtao. Large twist angle of a novel 3D lattice structure via a tailored buckling mode. MECHANICS OF ADVANCED MATERIALS AND STRUCTURES[J]. 2023, 第 5 作者http://dx.doi.org/10.1080/15376494.2023.2180553.
[8] Ma, Te, Song, Hongwei, Qiu, Cheng, Yuan, Wu, Wang, Ruixing. Laser ablation behavior of a 2-D C/SiC-Ti3SiC2 composite. CORROSION SCIENCE[J]. 2023, 第 3 作者223: http://dx.doi.org/10.1016/j.corsci.2023.111470.
[9] Cheng Qiu, Zhenhao Liao, Jun Yang, Jinglei Yang, Lei Yang. Accelerating the Layup Sequences Design of Composite Laminates via Theory-Guided Machine Learning Models. Polymers[J]. 2022, 第 1 作者14(15): 3229,
[10] Qiu, Cheng, Guan, Zhidong, Du, Shanyi. An improved characteristic length method for predicting the single bolt joint bearing strength considering secondary bending effect. MECHANICS OF ADVANCED MATERIALS AND STRUCTURES[J]. 2022, 第 1 作者29(10): 1405-1417, http://dx.doi.org/10.1080/15376494.2020.1821265.
[11] Qiu, Cheng, Han, Yuzi, Shanmugam, Logesh, Jiang, Fengyang, Guan, Zhidong, Du, Shanyi, Yang, Jinglei. An even-load-distribution design for composite bolted joints using a novel circuit model and neural network. COMPOSITE STRUCTURES[J]. 2022, 第 1 作者279: http://dx.doi.org/10.1016/j.compstruct.2021.114709.
[12] Qiu, Cheng, Guan, Zhidong, Du, Shanyi, Li, Zengshan. An improved model for predicting stiffness of single-lap composites bolted joints using Matlab/Simulink. MECHANICS OF ADVANCED MATERIALS AND STRUCTURES[J]. 2021, 第 1 作者28(14): 1434-1444,
[13] Cheng Qiu, Yuzi Han, logesh shanmugam, Jinglei Yang. A deep learning-based composite design strategy for efficient selection of material and layup sequences from a given database. Composite Science and Technology[J]. 2021, 第 1 作者
[14] Jiang, Fengyang, Guan, Zhidong, Wang, Xiaodong, Li, Zengshan, Tan, Riming, Qiu, Cheng. Study on Prediction of Compression Performance of Composite Laminates After Impact Based on Convolutional Neural Networks. APPLIED COMPOSITE MATERIALS[J]. 2021, 第 6 作者28(4): 1153-1173, http://dx.doi.org/10.1007/s10443-021-09904-z.
[15] Cheng Qiu, Yuzi Han, logesh shanmugam, Zhidong Guan, Zhang, Zhong, Shanyi Du, Jinglei Yang. Machine learning-based prediction of the translaminar R-curve of composites from simple tensile test of pre-cracked samples. Journal of Micromechanics and molecular physics[J]. 2021, 第 1 作者
[16] Li, Weiping, Qiu, Cheng, Li, Zengshan, Nie, Hong. A failure criterion for honeycomb structures considering the onset of instability under out-of-plane loads. JOURNAL OF SANDWICH STRUCTURES & MATERIALS[J]. 2021, 第 2 作者 通讯作者 23(8): 3519-3539, http://dx.doi.org/10.1177/1099636220932821.
[17] Qiu, Cheng, Du, Shanyi, Yang, Jinglei. A deep learning approach for efficient topology optimization based on the element removal strategy. MATERIALS & DESIGN[J]. 2021, 第 1 作者212: http://dx.doi.org/10.1016/j.matdes.2021.110179.
[18] Qiu, Cheng, Guan, Zhidong, Guo, Xuan, Li, Zengshan. Buckling of honeycomb structures under out-of-plane loads. JOURNAL OF SANDWICH STRUCTURES & MATERIALS[J]. 2020, 第 1 作者22(3): 797-821, https://www.webofscience.com/wos/woscc/full-record/WOS:000513022600012.
[19] Shanmugam, Logesh, Kazemi, M E, Qiu, Cheng, Rui, Ma, Yang, Lei, Yang, Jinglei. Influence of UHMWPE fiber and Ti6Al4V metal surface treatments on the low-velocity impact behavior of thermoplastic fiber metal laminates. ADVANCED COMPOSITES AND HYBRID MATERIALS[J]. 2020, 第 3 作者3(4): 508-521, http://dx.doi.org/10.1007/s42114-020-00189-7.
[20] Qiu, Cheng, Guan, Zhidong, Du, Shanyi, Li, Zengshan, Huang, Yongjie. Prediction of the net-tension strength of single bolt joint using the 0 degrees ply strength and fracture toughness. COMPOSITES PART B-ENGINEERING[J]. 2019, 第 1 作者161: 386-394,
[21] 郭轩, 关志东, 邱诚, 黎增山. 蜂窝夹芯挖补修理结构弯曲性能研究. 北京航空航天大学学报[J]. 2018, 第 3 作者44(7): 1528-1536, http://lib.cqvip.com/Qikan/Article/Detail?id=675933964.
[22] Qiu Cheng, Guan Zhidong, Jiang Siyuan, Li Zengshan. A method of determining effective elastic properties of honeycomb cores based on equal strain energy. CHINESE JOURNAL OF AERONAUTICS[J]. 2017, 第 1 作者30(2): 766-779, https://doaj.org/article/eeadc34c61cb48638493bd354fc711f3.
[23] Qiu Cheng, Guan Zhidong, Li Zengshan, Wang Kailun, IEEE. Edgewise Compression Behavior of Honeycomb Sandwich Structures. 2017 8TH INTERNATIONAL CONFERENCE ON MECHANICAL AND AEROSPACE ENGINEERING (ICMAE). 2017, 第 1 作者 通讯作者 85-91, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000427156200017.
[24] Guo Jun, Guan Zhidong, Qiu Cheng, Zhou H. BUCKLING RESPONSE OF REINFORCED COMPOSITE STIFFENED PANEL WITH COVER IN SHEAR LOAD. MATERIAL ENGINEERING AND MECHANICAL ENGINEERING (MEME2015). 2016, 第 3 作者682-696, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000435485000078.
[2] 马特, 王睿星, 邱诚, 袁武, 宋宏伟, 黄晨光. Revealing the ablative behavior and mechanism of a 2D C/SiC Ti3SiC2 modified composite through a multi-scale laser ablation model. Ceramics International[J]. 2024, 第 3 作者null(null):
[3] Zhenhao Liao, Yiyun Hu, Yan Shen, Ke Chen, Cheng Qiu, Jinglei Yang, Lei Yang. Investigation into the Reinforcement Modification of Natural Plant Fibers and the Sustainable Development of Thermoplastic Natural Plant Fiber Composites. POLYMERS[J]. 2024, 第 5 作者16(24): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11678276/.
[4] Qiu, Cheng, Lin, Yuxia, Shen, Yan, Song, Hongwei, Yang, Jinglei. Designing the Geometry of Compact Tension Specimens for Easy Fracture Toughness Measurement Using Reinforcement Learning. JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME[J]. 2024, 第 1 作者 通讯作者 91(9): http://dx.doi.org/10.1115/1.4065624.
[5] Qiu, Cheng, Gui, Yizhuo, Ma, Jiwen, Song, Hongwei, Yang, Jinglei. Machine learning-based determination of Mode II translaminar fracture toughness of composite laminates from simple V-notched shear tests. COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING[J]. 2024, 第 1 作者 通讯作者 184: https://www.webofscience.com/wos/woscc/full-record/WOS:001243343700001.
[6] Yang, Lei, Liao, Zhenhao, Qiu, Cheng, Hong, Zijing, Yang, Jinglei. Experimental study on the impact resistance and damage tolerance of thermoplastic FMLs. THIN-WALLED STRUCTURES[J]. 2024, 第 3 作者196: http://dx.doi.org/10.1016/j.tws.2023.111435.
[7] Kang, Shuai, Liu, Wenfeng, Song, Hongwei, Yuan, Wu, Qiu, Cheng, Ma, Te, Wang, Zhe, Wang, Jiangtao. Large twist angle of a novel 3D lattice structure via a tailored buckling mode. MECHANICS OF ADVANCED MATERIALS AND STRUCTURES[J]. 2023, 第 5 作者http://dx.doi.org/10.1080/15376494.2023.2180553.
[8] Ma, Te, Song, Hongwei, Qiu, Cheng, Yuan, Wu, Wang, Ruixing. Laser ablation behavior of a 2-D C/SiC-Ti3SiC2 composite. CORROSION SCIENCE[J]. 2023, 第 3 作者223: http://dx.doi.org/10.1016/j.corsci.2023.111470.
[9] Cheng Qiu, Zhenhao Liao, Jun Yang, Jinglei Yang, Lei Yang. Accelerating the Layup Sequences Design of Composite Laminates via Theory-Guided Machine Learning Models. Polymers[J]. 2022, 第 1 作者14(15): 3229,
[10] Qiu, Cheng, Guan, Zhidong, Du, Shanyi. An improved characteristic length method for predicting the single bolt joint bearing strength considering secondary bending effect. MECHANICS OF ADVANCED MATERIALS AND STRUCTURES[J]. 2022, 第 1 作者29(10): 1405-1417, http://dx.doi.org/10.1080/15376494.2020.1821265.
[11] Qiu, Cheng, Han, Yuzi, Shanmugam, Logesh, Jiang, Fengyang, Guan, Zhidong, Du, Shanyi, Yang, Jinglei. An even-load-distribution design for composite bolted joints using a novel circuit model and neural network. COMPOSITE STRUCTURES[J]. 2022, 第 1 作者279: http://dx.doi.org/10.1016/j.compstruct.2021.114709.
[12] Qiu, Cheng, Guan, Zhidong, Du, Shanyi, Li, Zengshan. An improved model for predicting stiffness of single-lap composites bolted joints using Matlab/Simulink. MECHANICS OF ADVANCED MATERIALS AND STRUCTURES[J]. 2021, 第 1 作者28(14): 1434-1444,
[13] Cheng Qiu, Yuzi Han, logesh shanmugam, Jinglei Yang. A deep learning-based composite design strategy for efficient selection of material and layup sequences from a given database. Composite Science and Technology[J]. 2021, 第 1 作者
[14] Jiang, Fengyang, Guan, Zhidong, Wang, Xiaodong, Li, Zengshan, Tan, Riming, Qiu, Cheng. Study on Prediction of Compression Performance of Composite Laminates After Impact Based on Convolutional Neural Networks. APPLIED COMPOSITE MATERIALS[J]. 2021, 第 6 作者28(4): 1153-1173, http://dx.doi.org/10.1007/s10443-021-09904-z.
[15] Cheng Qiu, Yuzi Han, logesh shanmugam, Zhidong Guan, Zhang, Zhong, Shanyi Du, Jinglei Yang. Machine learning-based prediction of the translaminar R-curve of composites from simple tensile test of pre-cracked samples. Journal of Micromechanics and molecular physics[J]. 2021, 第 1 作者
[16] Li, Weiping, Qiu, Cheng, Li, Zengshan, Nie, Hong. A failure criterion for honeycomb structures considering the onset of instability under out-of-plane loads. JOURNAL OF SANDWICH STRUCTURES & MATERIALS[J]. 2021, 第 2 作者 通讯作者 23(8): 3519-3539, http://dx.doi.org/10.1177/1099636220932821.
[17] Qiu, Cheng, Du, Shanyi, Yang, Jinglei. A deep learning approach for efficient topology optimization based on the element removal strategy. MATERIALS & DESIGN[J]. 2021, 第 1 作者212: http://dx.doi.org/10.1016/j.matdes.2021.110179.
[18] Qiu, Cheng, Guan, Zhidong, Guo, Xuan, Li, Zengshan. Buckling of honeycomb structures under out-of-plane loads. JOURNAL OF SANDWICH STRUCTURES & MATERIALS[J]. 2020, 第 1 作者22(3): 797-821, https://www.webofscience.com/wos/woscc/full-record/WOS:000513022600012.
[19] Shanmugam, Logesh, Kazemi, M E, Qiu, Cheng, Rui, Ma, Yang, Lei, Yang, Jinglei. Influence of UHMWPE fiber and Ti6Al4V metal surface treatments on the low-velocity impact behavior of thermoplastic fiber metal laminates. ADVANCED COMPOSITES AND HYBRID MATERIALS[J]. 2020, 第 3 作者3(4): 508-521, http://dx.doi.org/10.1007/s42114-020-00189-7.
[20] Qiu, Cheng, Guan, Zhidong, Du, Shanyi, Li, Zengshan, Huang, Yongjie. Prediction of the net-tension strength of single bolt joint using the 0 degrees ply strength and fracture toughness. COMPOSITES PART B-ENGINEERING[J]. 2019, 第 1 作者161: 386-394,
[21] 郭轩, 关志东, 邱诚, 黎增山. 蜂窝夹芯挖补修理结构弯曲性能研究. 北京航空航天大学学报[J]. 2018, 第 3 作者44(7): 1528-1536, http://lib.cqvip.com/Qikan/Article/Detail?id=675933964.
[22] Qiu Cheng, Guan Zhidong, Jiang Siyuan, Li Zengshan. A method of determining effective elastic properties of honeycomb cores based on equal strain energy. CHINESE JOURNAL OF AERONAUTICS[J]. 2017, 第 1 作者30(2): 766-779, https://doaj.org/article/eeadc34c61cb48638493bd354fc711f3.
[23] Qiu Cheng, Guan Zhidong, Li Zengshan, Wang Kailun, IEEE. Edgewise Compression Behavior of Honeycomb Sandwich Structures. 2017 8TH INTERNATIONAL CONFERENCE ON MECHANICAL AND AEROSPACE ENGINEERING (ICMAE). 2017, 第 1 作者 通讯作者 85-91, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000427156200017.
[24] Guo Jun, Guan Zhidong, Qiu Cheng, Zhou H. BUCKLING RESPONSE OF REINFORCED COMPOSITE STIFFENED PANEL WITH COVER IN SHEAR LOAD. MATERIAL ENGINEERING AND MECHANICAL ENGINEERING (MEME2015). 2016, 第 3 作者682-696, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000435485000078.
专著
（1） Machine Learning Applications in Composites: Manufacturing, Design, and Characterization, American Chemistry Society, 2022-06, 第 1 作者
科研活动
主持中国科协青年人才托举工程、国家自然科学基金青年项目、航空科学基金、中科院国际合作专项、中科院力学所力星计划人才 等项目
科研项目
（ 1 ） 中科院力学所力星计划-基于机器学习的轻量化多功能结构的设计及制造问题研究, 负责人, 研究所自主部署, 2022-05--2025-05
（ 2 ） 中国科学院未来伙伴网络专项-基于double-double铺层轻量化复合材料的制备-性能-表征相关问题研究, 负责人, 其他国际合作项目, 2023-01--2025-12
（ 3 ） 航空科学基金-基于微结构-性能定量关系的复合材料多尺度分析方法研究, 负责人, 境内委托项目, 2023-03--2025-02
（ 4 ） 面向典型XXX的仿真验证, 负责人, 境内委托项目, 2023-08--2024-06
（ 5 ） 中国科协青年人才托举工程项目, 负责人, 其他, 2023-12--2025-12
（ 2 ） 中国科学院未来伙伴网络专项-基于double-double铺层轻量化复合材料的制备-性能-表征相关问题研究, 负责人, 其他国际合作项目, 2023-01--2025-12
（ 3 ） 航空科学基金-基于微结构-性能定量关系的复合材料多尺度分析方法研究, 负责人, 境内委托项目, 2023-03--2025-02
（ 4 ） 面向典型XXX的仿真验证, 负责人, 境内委托项目, 2023-08--2024-06
（ 5 ） 中国科协青年人才托举工程项目, 负责人, 其他, 2023-12--2025-12
参与会议
（1）A data-driven way of discovering the laminate design rules considering the process-induced deformation 2024-08-26
（2）数据驱动的复合材料结构设计方法 2024中国运载领域复合材料科技会议 2024-04-19
（3）数据驱动的复合材料工程应用 第七届材料基因工程高层论坛 2023-12-05
（4）数据驱动的复合材料断裂韧性测试方法研究 第一届全国数据驱动计算力学研讨会 邱诚 2023-05-19
（5）Data-driven composite materials design and property extraction 第五届材料基因工程高层论坛 2021-11-30
（6）Influence of fiber and metal surface treatments on the low-velocity behavior of thermoplastic fiber metal laminates SAMPE中德复合材料制造工程与应用论坛 2021-03-20
（7）基于机器学习方法挖掘纤维复合材料间接实验数据隐藏的高价值材料信息 第四届材料基因工程高层论坛 2020-12-22
（8）Edgewise compression behavior of honeycomb sandwich structures 第八届航空航天与机械国际会议ICMAE2017 2017-08-07
（2）数据驱动的复合材料结构设计方法 2024中国运载领域复合材料科技会议 2024-04-19
（3）数据驱动的复合材料工程应用 第七届材料基因工程高层论坛 2023-12-05
（4）数据驱动的复合材料断裂韧性测试方法研究 第一届全国数据驱动计算力学研讨会 邱诚 2023-05-19
（5）Data-driven composite materials design and property extraction 第五届材料基因工程高层论坛 2021-11-30
（6）Influence of fiber and metal surface treatments on the low-velocity behavior of thermoplastic fiber metal laminates SAMPE中德复合材料制造工程与应用论坛 2021-03-20
（7）基于机器学习方法挖掘纤维复合材料间接实验数据隐藏的高价值材料信息 第四届材料基因工程高层论坛 2020-12-22
（8）Edgewise compression behavior of honeycomb sandwich structures 第八届航空航天与机械国际会议ICMAE2017 2017-08-07
指导学生
现指导学生
桂毅卓 硕士研究生 080102-固体力学
王美蛟 硕士研究生 080102-固体力学
张雨洋 硕士研究生 085601-材料工程
广告位
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课题组动态
2024年11月，课题组于深圳参加LIMIS激光与物质相互作用国际会议
2024年10月，课题组与Stephen Tsai教授在力学所交流
2024年6月，桂毅卓获得第五届SAMPE国际“工程结构纤维复合材料创新应用设计”学生竞赛优秀海报奖，恭喜！
2024年05月，课题组于深圳参加Stephen Tsai教授讲座