导师风采 更新日期2021-08-17
娄钦
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个人信息

Personal Information

  • 导师类别:硕,博士生导师
  • 性别: 女
  • 院系:能源与动力工程学院

联系方式

Contact Information

  • 所属院系:能源与动力工程学院
  • 所属专业: 能源动力
  • 邮箱 : louqin560916@163.com
  • 工作电话 : -

个人简介

Personal Profile

娄钦博士,女,硕导,特聘博导,从事气液两相流动、多尺度数值方法、以及神经网络机器学习研究工作,主持国家自然科学基金青年项目、国家自然科学基金面上项目、上海市自然科学基金面上项目,并参与国家自然科学基金重点项目。迄今为止发表学术论文30余篇,其中SCI论文20余篇。


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  • 研究方向Research Directions
多尺度数值方法,流动换热,机器学习
科研项目

1.     主持国家自然科学基金面上项目“CO2地质封存过程中多相多组分反应流体输运的格子Boltzmann数值建模及物理机理研究”(51976128),2020-2023.

2.     主持上海市自然科学基金面上项目“孔隙介质内多相多组分反应流体输运的格子Boltzmann方法及微观机理研究”(19ZR1435700)),2019–2021年

3.     主持国家自然科学基金青年项目“基于格子Boltzmann方法的致密多孔介质内的相变传热与流动机理研究”(51406120),2015-2017

4.     参与国家杰出青年基金“多相流体动力学多场耦合和尺度关联的介观理论和模型” (51125024),2012–2015

5.     参与国家自然科学基金“混合气体微尺度输运的格子Boltzmann模型及应用研究” (10972087),2010–2012

6.     参与提高石油采收率国家重点实验室课题“致密介质中的多组分气体渗流微观机理的数值研究”2009–2011

7.     参与湍流与复杂系统国家重点实验室(LTCS)开放课题基金“多尺度气固两相流的格子Boltzmann方法研究”2010–2011

8.     参与国家自然科学基金青年基金“基于格子Boltzmann方法的潜艇泵喷推进器流噪声预报研究”,(51006039)2011–2013

9.     参与国家重大基础研究专项基金(973)子课题“二氧化碳减排、储存和资源化利用的基础研究”专题“ CO2 驱油中的渗流力学理论” (2011CB707305)2011–2015


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研究成果

1.      Qin Lou, Xuhui Meng, George Em Karniadakis, Physics-informed neuralnetworks for solving forward and inverse flow problems via the Boltzmann-BGKformulation,Journal of computational physics 447 (2021)110676.

2.      Haoyuan Wang, Qin Lou ∗, Hong Liang, Ling Li,Numerical simulation of bubble dynamics and heattransfer in the 2D saturated pool boiling from a circular surface,International Journal of Thermal Sciences 2021,170,107098.

3.      Gueyue Tang, Qin Lou, Ling Li, Numerical simulation of mixed convectionin a two-sided lid-driven square cavity with four inner cylinders based ondiamond arrays, International Journal of Modern Physics C 2021,2150009.

4.      HaoyuanWang, Qin Lou*, LingLi, Mesoscale simulations of saturated flowboiling heat transfer in a horizontal microchannel, Numerical Heat Transfer,Part A: Applications, 2020,78:4,107-124.(2020.07.07)

5.      HaoyuanWang, Qin Lou*, LingLi, Mesoscale simulation of pool boiling ona cylinder heater under controlled wall temperature, IOP Conference Series:Earth and Environmental Science,371,03206,2019. (2019.12.13)

6.      Qin Lou*, Tao Li, Mo Yang,Numerical simulation of the bubble dynamicsin a bifurcated micro-channel using the lattice Boltzmann method, Journal ofApplied physics, 2019,126:034301.

7.      Qin Lou*, Yifan Huang, and Ling Li, Lattice Boltzmann model of gas-liquidtwo-phase flow of incomprssible power-law fluid and its application in thedisplacement problem of porous media. Acta Physica Sinica ,2019,68:214702. (2019.11.05)

8.      Qin Lou *,  Tao Li ,  Mo Yang , Lattice Boltzmann simulations ofbubble rises driven by buoyancy in a complex micro-channel, Acta PhysicaSinica, 2018,234701.

9.      Qin Lou*, MoYang, and Hongtao Xu, Wetting Boundary Condition in an ImprovedLatticeBoltzmann Method for Nonideal Gases, Communications in ComputationalPhysics 2018, 23,1116-1130.

10.   Qin Lou*, MoYang, and Hongtao Xu, Numerical investigations of gas–liquidtwo-phase flows inmicrochannels, Proceeding of the Institution of Mechanical Engineers, Part C:Journal of Mechanical of Engineering Science, 2018,232,466-476

11.   Qin Lou*,Chenqiang Zang, Mo Yang, and Hongtao Xu*,Lattice Boltzmann simulation ofimmiscible displacementin the cavity with different channel configurations,International Journal of Modern Physics C, 2017, 28, 1750136.

12.   ChenqiangZang,QinLou*,Lattice Boltzmann simulation of immiscible displacement in the complexmicro-channel, Acta Physica Sinica 2017, 66(13): 134701.

13.   Qin Lou andZhaoliGuo*, Interface-capturing lattice Boltzmann equation model for two-phaseflows,Physical Review E 2015 91, 01330.

14.   Qin Lou,Zhaoli Guo*, and Baochang Shi. Evaluation of outflow boundary conditions fortwo-phase lattice Boltzmann equation. Physical Review E, 2013; 87: 063301.

15.   Qin Lou,Zhaoli Guo*, and Baochang Shi. Effects of force discretization on massconservation in lattice Boltzmann equation for two-phase flows. EPL-EurophysLett, 2012; 99: 64005.

16.   Qin Lou,Zhaoli Guo*, and Chuguang Zheng. Some Fundamental Properties of LatticeBoltzmann Equation for Two Phase Flows. CMES-Computer Modeling in Engineering& Sciences, 2011; 76: 175-188.

17.   Hongtao Xu*,Beibei Li, Jian Chen, Qin Lou, Zhenrong Yan, Mo Yang,Lattice BGK simulations of the double diffusivemixed convection in anenclosure with different outlet locations,International Journal of Heat and Mass Transfer,2016.92,158-172

18.   Mo Yang*,Ziwen Ding, Qin Lou, and Zhiyun Wang,Lattice Boltzmann Method Simulation ofNatural ConvectionHeat Transfer in Horizontal Annulus, Journal of Thermophysicsand Heat Transfer,2017,31,700-711.

19.   Hongtao Xu*,Zhuqing Luo, Qin Lou, et al. Lattice Boltzmann simulations of thedouble-diffusive natural convection and oscillation characteristics in an enclosurewith Soret and Dufour effects. International Journal of Thermal Sciences,2019,136,159-171.

20.   Yi Liu, LingLi, Qin Lou, A hyperbolic lattice Boltzmann method for simulating non-Fourierheat conduction, International Journal of Heat and Mass Transfer, 2019, 131,772-780. 

21.   Hongtao Xu, ,Zhuqing Luo, Qin Lou, Jian Chen,Numerical simulation of heat and mass transferthrough porous solid with lattice Boltzmann method,Procedia Engineering, 2017,205,787-793.

22.   Zhuqing Luo, and Hongtao Xu, and QinLou, and Lingling Feng, and Jinpeng Ni, GPU-accelerated lattice Boltzmann simulation ofheat transfer characteristics of porous brick roof filled with phase changematerials,International Communications in Heat and MassTransfer,119,104911,2020.

23.   娄钦,罗祝清,王俊,徐洪涛,陈健,基于Soret和Dufour效应的方腔内双扩散自然对流振荡特性研究,应用数学和力学,2018.39,147-159.

24.   娄钦,李涛,李凌,气泡在含障碍物微通道内的特性研究,上海理工大学学报,2018,40,13-18.

25.   王俊,娄钦,徐洪涛,陈建,杨茉。考虑Soret和Dufour效应的方腔内双扩散自然对流格子Boltzmann模拟.计算物理,2017,35,405-412.

26.   娄钦,臧晨强,王浩源,李凌,基于格子Boltzmann 方法的微通道内不混溶气液两相二氧化碳界面动力学行为研究.计算物理. 2019 36(1):153-164.

27.   罗祝清, 娄钦, 徐洪涛, 杨茉,热质双扩散与流固共轭传热及吸附的LBM模拟,计算物理   201936(1):60-68.

28.   唐古月,娄钦*,李凌,格子Boltzmann方法分析不同加热尺寸和瑞利数对可变形开口腔内自然对流的影响,计算物理,2020,37(3):263-276

29.    黄一帆,娄钦*,T型微通道内的幂律流体液滴破裂行为的格子Boltzmann方法模拟,应用数学和力学,41(10):1125-1145.2020.

30.    唐古月, 娄钦* , 王浩原,含不同形状内热源的圆管内纳米流体自然对流及换热数值研究,计算物理 38(3):301-312,2021.

31.    娄钦*,汤升,王浩原,基于格子Boltzmann 大密度比模型的多孔介质内气泡动力学行为数值模拟,计算物理 38(3):289-300,2021.

32.    陈家豪,娄钦*,考虑接触角滞后性多孔介质内非混相驱替研究,42(9):900-914,2021.

       

 


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