研究领域
1、基于分子动力学方法，利用机器学习和深度学习的方法实现材料特性的计算；
2、智能电子鼻算法，利用机器学习和深度学习算法实现气体种类和浓度的识别；
3、柔性传感器，实现智能手势和姿态的识别；
4、深度学习算法的硬件实现，结合FPGA技术实现更低功耗的深度学习算法；
5、生物信息学计算，结合深度学习技术实现蛋白质折叠、序列比对等计算。
- 孔铭扬.黄正兴,梁军生.刘志春,王海刚,徐德志,王瀚彬,赵祉澎.Remarkable enhancement of thermal conductivity induced by coordination transition in SiO2 thin films[J],Journal of Materials Science,2024
- He, Tiantian.Huang, ZX (reprint author), Dalian Univ Technol, Fac Elect Informat & Elect Engn, Key Lab Liaoning Integrated Circuits Technol, Dalian 116024, Peoples R China..Li, Ting,Huang, Zhengxing,Tang, Zhenan,Guan, Xiangyu.Mechanical and thermal properties of the coaxial carbon nanotube@boron nitride nanotube composite[J],PHYSICA E-LOW-DIMENSIONAL SYSTEMS & NANOSTRUCTURES,2019,107:182-186
- 贺天天.黄正兴,唐祯安,李婷.Mechanical and thermal properties of the coaxial carbon nanotube@boron[J],Physica E,2019,107:182-186
- Qu, Shilian.Liu, W (reprint author), Tsinghua Univ, Sch Mat Sci & Engn, Lab Adv Mat, Beijing 100084, Peoples R China..Chen, Wanqi,Cui, Wei,Sun, Hao,Kreter, Arkadi,Yuan, Yue,Cheng, Long,Huang, Zhengxing,Xu, Ben,Tang, Zhenan,Jia, Yuzhen,Lian, YouYun,Liu, Xiang,Liu, Wei.Degradation of thermal conductivity of the damaged layer of tungsten irradiated by helium-plasma[J],FUSION ENGINEERING AND DESIGN,2018,137:97-103
- 黄正兴.孙豪,李奇松,管相宇.InSb薄膜热导率温度特性及传热机理[J],大连理工大学学报,2018,58(5):519-525
- Li, Ting.Huang, ZX (reprint author), Dalian Univ Technol, Fac Elect Informat & Elect Engn, Key Lab Liaoning Integrated Circuits Technol, Dalian 116024, Peoples R China..Yu, Jun,Tang, Zhenan,Huang, Zhengxing.Substrate effects on the thermal performance of in-plane graphene/hexagonal boron nitride heterostructures[J],CARBON,2018,130:396-400
- 离子注入及等离子体辐照样品损伤表层热导分析测试,其他课题,2016-09-15,结题
- 纳米管与石墨烯复合结构热界面材料的热学性能研究,省、市、自治区科技项目,辽宁省自然科学基金,2016-07-19,2023-09-13,结题
- 等离子体辐照样品损伤表层热导分析测试,企事业单位委托科技项目,2015-04-15,结题
- 金属表面辐照损伤热导测试,其他课题,2015-09-01,结题
- MEMS气体传感器气敏材料的EHD微滴打印关键技术研究,国家自然科学基金项目,2018-09-01,2023-03-31,结题
- 全集成红外气体传感器用MEMS红外光源开发,企事业单位委托科技项目,2018-01-11,2021-09-15,结题