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个人简介

教育背景 2013.04~2018.01,上海交通大学,动力工程及工程热物理专业,博士 2013.09~2014.09,法国巴黎综合理工学院,流体力学,硕士 2010.09~2013.03,华中科技大学,流体机械与工程专业,硕士 2006.09~2010.06,华中科技大学,热能与动力工程专业,学士 工作经历 2022.01~今,上海交通大学,叶轮机械研究所,副教授,博士生导师 2019.07~2021.12,上海交通大学,叶轮机械研究所,助理教授,博士生导师 2018.03~2019.06,英国杜伦大学,工程系,博士后 科研项目 2023~2026,国家自然科学基金面上项目,数据同化增强的高频双脉冲4D-PTV流场测量技术研究,主持 2021~2022,中船708所合作课题,喷水推进叶轮内部微观流场重建,主持 2021~2022,喷水推进重点实验室基金,高速喷水推进平台PSF表面压力测量及数据驱动的快速全局压力预测,主持 2021~2022,上海核能装备测试验证中心课题,水室封头与泵壳光学方案设计与标定,主持 2020~2021,旋翼空气动力学重点实验室研究课题,耦合实验测量与数值模拟的旋翼三维流场数据融合技术研究与多物理场重建,主持 2021~2023,上海市自然科学基金面上项目,受限空间旋转射流三维流场实验测量与数值模拟的数据同化研究,主持 2021~2023,国家自然科学青年基金,基于高频响Tomo-PIV的脉冲旋转射流实验研究,主持 2020~2021,华为技术有限公司,超高速电机转子油冷测试台开发与传热分析,参与 2020,中船工业系统工程研究院,水下航行体******红外特性与水动力试验测量,参与 2019~2020,中国航发331厂,航空发动机燃油雾化特性的PIV实验测量、动态分离涡模拟和数据同化分析,参与 2019~2020,气动噪声控制重点实验室课题,基于层析PIV测量和数据同化方法的翼型气动噪声预测,主持 2019~2020,上海电气汽轮机厂课题,基于数据同化方法的阀门通流特性预测与分析,参与 2018~2019,英国国家工程与自然科学基金课题,脉冲射流中涡环的形成、传输和标量掺混,参与 2014~2016,上海电气汽轮机厂课题,配H级二托一联合循环汽轮机HIP汽缸流动与传热分析,参与 2013~2016,中船工业系统工程研究院,水下航行体******的实验研究及红外抑制研究,参与 教学工作 《机械与动力仿真实践(能动类)》,本科生必修,4学分 《工程设计》,本科生必修,4学分 《流体力学先进实验方法》,本科生选修,2学分 软件版权登记及专利 (1)上海交通大学,层析三维粒子图像场GPU加速重建及速度场计算软件[简称:Tomo PIV], V1.0(软件著作权登记号2021SR1617980) (2)曾鑫、何创新、刘应征,一种基于GPU加速的三维粒子场及速度场重建方法。(专利号202111003737.5) 学术兼职

研究领域

一、湍流先进测量技术与耦合模拟方法 (1) 湍流全三维层析粒子图像测速与粒子轨迹跟踪技术(Tomo-PIV,4DPTV) 计算机层析技术(Computed Tomography, CT)被广泛应用于医生诊断,通过多角度扫描和投影方法重构三维结构。在湍流测量中,Tomo-PIV通过多相机成像和三维重建,获得三维粒子分布及运动轨迹,获得高分辨率全三维流场。本课题组拥有完备的三维测量硬件系统,并自主研发了完整的二维/三维PIV软件系统源代码,长期从事复杂湍流的三维测量技术研究。 (2) 湍流多物理场实验测量技术与分析 平面激光诱导荧光(PLIF)标量场测量,PLIF/PIV/动态压力传感器同步测量技术,超高速转子温度测量技术、复杂结构传热特性测量技术 (3) 动态数据驱动的湍流预测及机器学习、数据同化方法 国内首创和国际先进的湍流数据同化技术,将实验测量与数值模拟有机耦合,实验了动态数据驱动的湍流数值模拟技术。鉴于实验测量的时空局限和数值模拟的模型准确性问题,本人提出了基于连续伴随理论的湍流数据同化方法,结合机器学习方法,实现时空全局湍流和传热的准确预测。 二、工程应用研究 (1) 基于Tomo-PIV流场测量和多物理场数据同化的航空发动机旋流器三维流场测量与掺混特性分析; (2) 基于数据同化技术的飞行器流场与气动噪声预测; (3) 航空发动机燃油喷嘴雾化特性和机理研究、性能优化; (4) 超高速转子界面热阻测定与内部冷却换热系数分析; (5) 水下航行器红外和水动力学的激光测量分析; (6) 战机尾喷流混合机理和特性实验测量和数据驱动数值模拟; (7) 基于深度学习的战机姿态预测和力学分析; (8) 大型核泵的内部流场测量模拟分析和优化设计; (9) 喷水推进器内部流场PIV测量及数据同化全局重建。

近期论文

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(43) S. Li, C. He, B. Ge & Y. Liu*. "Coherent structures and pressure fluctuations over an airfoil: simultaneous measurements using TR-PIV and microphone". AIAA Journal. 2023 (revised). (42) T. Li, C. He*, X. Wen & Y. Liu. "Data assimilation of rotor flow at hovering state using ensemble Kalman filter". Journal of Visualization. 1(2023). (41) X. Zeng, Y. Zhang, C. He*. & Y. Liu. “Time‑ and frequency‑domain spectral proper orthogonal decomposition of a swirling jet by tomographic particle image velocimetry”. Experiments in Fluids 64,5(2023). (40) H Fu, C He*. "An experimental study of coherent swirling vortex rings in a turbulenf pulsed jet". Physics of Fluids. 140.1(2023): 110762. (39) X Zeng, C He*, Y Liu. "GPU-accelerated MART and concurrent cross-correlation for tomographic PIV". Experiments in Fluids. Experiments in Fluids 63,91(2022). (38) Fuqi Li, Peng Wang, Chuangxin He, and Yingzheng Liu*. Dynamic delayed detached-eddy simulation and acoustic analogy analysis of unsteady flow through a sudden expansion pipe. Journal of Visualization. 25:999–1015 (2022) (37) Xu Zhang, Kechen Wang, Xin Wen, Chuangxin He, Yingzheng Liu, Wenwu Zhou*. "Experimental study of time-resolved simultaneous velocity and concentration fields of an inclined jet in crossflow". International Journal of Heat and Mass Transfer, 188(2022). 122622. (36) H Fu, C He*. "Dynamics of coherent vortex rings in a successively generated turbulent pulsed jet". Experimental Thermal and Fluid Science. 136(2022): 110644. (35) C He, P Wang, Y Liu*. "Flow enhancement of tomographic particle image velocimetry measurements using sequential data assimilation". Physics of Fluids. 34(2022): 035101 (34) S Li, C He*, Y Liu. "A data assimilation model for wall pressure-driven mean flow reconstruction". Physics of Fluids. 34(2022): 015101. (33) C He, P Wang, Y Liu*. "Sequential data assimilation of turbulenf flow and pressure fields over aerofoil". AIAA Journal, 60(2022): 1091- 1103. (32) Wenwu Zhou, Xu Zhang, Chuangxin He, Xin Wen, Jisheng Zhao, and Yingzheng Liu*. "Simultaneous measurements of time-resolved velocity and concentration fields behind a sand dune-inspired jet in crossflow", Physics of Fluids 33(2021), 115101. (31) P Wang, C He, Z Deng, Y Liu*. "Data assimilation of flow-acoustic resonance". Journal of the Acoustical Society of America, 149(2021): 6. (30) C He, P Wang, Y Liu*. "Data assimilation for turbulent mean flow and scalar fields with anisotropic formulation", Experiments in Fluids, 62(2021): 117. (29) C He , Y Liu*, L Gan. "Dynamics of the jet flow issued from a lobed Nozzle: Tomographic particle image velocimetry measurements". International Journal of Heat and Fluid Flow, 2021, 89. (28) F Li, C He, P Wang, Y Liu*. "Unsteady analysis of turbulent flow and heat transfer behind a wall-proximity square rib using dynamic delayed detached-eddy simulation", Physics of Fluids, 33, 055104 (2021) (27) Z Deng, C He*, Y Liu. "Deep neural network-based strategy for optimal sensor placement in data assimilation of turbulent flow". Physics of Fluids, 2021, 33(2):025119. (26) P Fang, C He* , P Wang, et al. Data Assimilation of Steam Flow Through a Control Valve Using Ensemble Kalman Filter. Journal of Fluids Engineering, 2021. (25) 房培勋, 何创新, 徐嗣华, 王鹏, 刘应征*. 基于实验数据同化的湍流模型常数标定:蒸汽阀门通流特性数值预测 . 空气动力学学报,2021 (Accept). (24) 付豪,何创新*,刘应征. 低旋流数旋进射流流动特性的PIV实验研究,实验流体力学,2021 (Accept). (23) 何创新,邓志文,刘应征*. 湍流数据同化技术及应用(邀请综述). 航空学报,2021 (Accept). (22) H Fu, C He*, Y Liu. "Flow structures of a precessing jet in an axisymmetric chamber". Journal of Visualization, 2021. (21) C He, Y Liu*. "Time-resolved reconstruction of turbulent flows using linear stochastic estimation and sequential data assimilation. Physics of Fluids, 2020, 32: 075106. (20) C He, Y Liu*, L Gan. "Instantaneous pressure determination from unsteady velocity fields using adjoint-based sequential data assimilation. Physics of Fluids, 2020, 32: 035101. (19) C He, L Gan*, Y Liu. "Dynamics of compact vortex rings generated by axial swirlers at early stage", Physics of Fluids, 2020, 32 (4), 045104. (18) Y Deng, C He, P Wang, Y Liu*. "Unsteady behaviors of separated flow over a finite blunt plate at different inclination angles", Physics of Fluids, 2020, 32 (3), 035111. (17) EO Hollands, C He, L Gan*. "A particle image velocimetry study of dual-rotor counter-rotating wind turbine near wake", Journal of Visualization, 2020: 1-11. (16) X Fan, C He, L Gan*, L Li, C Du. "Experimental study of swirling flow characteristics in a semi cylinder vortex cooling configuration", Experimental Thermal and Fluid Science, 2020, 113, 110036. (15) H Fu, C He*, Y Liu. "Self-sustained oscillation of the flow in a double-cavity channel: a time-resolved PIV measurement", Journal of Visualization, 2020: 1-13. (14) C He, L Gan, Y Liu*. "The formation and evolution of turbulent swirling vortex rings generated by axial swirlers", Flow, Turbulence and Combustion, 2020: 1-22. (13) C He, Y Liu*, L Gan & L. Lesshafft. "Data assimilation and resolvent analysis of turbulent flows behind a wall-proximity rib", Physics of Fluids, 31, 025118 (2019) (12) Z Deng, C He, Y Liu, KC Kim*. "Super-resolution reconstruction of turbulent velocity fields using a generative adversarial network-based artificial intelligence framework", Physics of Fluids 31 (12), 125111(2019) (11) C He, Y Liu* & L Gan. "A data assimilation model for turbulent flows using continuous adjoint formulation", Physics of Fluids, 30, 105108 (2018). (10) Z Deng, C He, X Wen & Y Liu*. "Recovering turbulent flow field from local quantity measurement: turbulence modeling using ensemble-Kalman-filter-based data assimilation", Journal of Visualization, (2018): 1-21. (9) C He & Y Liu*. "A dynamic detached-eddy simulation model for turbulent heat transfer: impinging jet", International Journal of Heat and Mass Transfer, 127(2018): 326-338. (8) C He & Y Liu*. "Large-eddy simulation of jet impingement heat transfer using a lobed nozzle", International Journal of Heat and Mass Transfer, 125(2018): 828-844. (7) C He & Y Liu*. "Jet impingement heat transfer of a lobed nozzle: measurements using temperature-sensitive paint and particle image velocimetry", International Journal of Heat and Fluid Flow, 71(2018): 111-126. (6) C He, Y Liu* & S Yavuzkurt. "Large-eddy simulation of circular jet mixing: lip- and inner-ribbed nozzles", Computers & Fluids, 168(2018): 245-264. (5) C He, Y Liu* & S Yavuzkurt. "A dynamic delayed detached-eddy simulation model for turbulent flows", Computers & Fluids, 145(2017): 174-189. (4) C He & Y Liu*. "Proper orthogonal decomposition‑based spatial refinement of TR‑PIV realizations using high‑resolution non‑TR‑PIV measurements", Experiments in Fluids, 58(2017): 86. (3) C He & Y Liu*. "Proper orthogonal decomposition of time-resolved LIF visualization: scalar mixing in a round jet", Journal of Visualization, 20(2017): 789-815. (2) C He, Y Liu*, D Peng & S Yavuzkurt. "Measurement of flow structures and heat transfer behind a wall‑proximity square rib using TSP, PIV and split‑fiber film", Experiments in Fluids, 57(2016): 165. (1) 郝震震*, 何创新. 配 H 级汽轮机整体内缸高温螺栓共轭换热研究[J]. 热力透平, 2016, 45(4): 265-268.

学术兼职

第15届亚洲显示学术会议,分会场主席; Physics of Fluids, International Journal of Heat and Mass Transfer, Experimental Thermal and Fluid Science, Experiments in Fluids 审稿人

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