南京航空航天大学k8凯发集团主页平台管理系统 杨鲤铭-k8凯发集团

杨鲤铭，教授，博士生导师，国家级青年人才，江苏省特聘教授。主要从事流体动力学计算方法及其应用研究，包括连续到稀薄流动全流域准确高效计算方法、气体动理学格式、复杂外形及运动边界流固耦合问题、机器学习和量子计算等。相关研究成果在journal of computational physics，journal of fluid mechanics，physics of fluids和physical review e等流体力学领域期刊上发表sci论文100余篇，出版英文专著1部。获中国力学优秀博士学位论文提名奖、中国空气动力学会科学技术二等奖、胡海岩科技创新奖。

担任中国空气动力学会青年工作委员会副主任委员、中国空气动力学会低跨超声速专业委员会委员，美国数学会american mathematical society（ams）评论员，《气动研究与实验》青年编委，entropy和advances in mechanical engineering期刊客座编辑，journal of computational physics等30余种sci期刊审稿人。

主要研究兴趣：

• 计算流体力学算法与应用

• 稀薄气体动力学建模与模拟

• 气体动理学算法研究

• 流-固耦合计算与分析

• 机器学习与量子计算

招收力学、航空宇航科学与技术、机械方向的硕士、博士研究生，同时常年招收博士后。

办公室地址 : 流体楼c12-407 邮箱 : lmyang@nuaa.edu.cn 欢迎发邮件或到办公室来交流。

主讲课程：

本科生课程：《数值计算方法》

研究生课程：《计算流体力学进展》、《国家数值风洞自主软件基础理论与工程应用》

近年科研项目：

[1] 国家级青年人才项目，2022/1-2024/12，主持。

[2] 江苏省特聘教授人才项目，2021/11-2024/11，主持。

[3] 江苏省自然科学基金青年项目，连续到稀薄跨流域高效算法研究及其应用，2021/7-2024/6，主持。

[4] 国家自然科学基金青年项目，面向航天器无控陨落预报的高效跨流域算法研究，2023/1-2025/12，主持。

[5] 国家自然科学基金重大研究计划培育项目，跨域飞行器非定常气动力热结构耦合传热模型和算法研究，2023/1-2025/12，主持。

[6] 航空航天结构力学及控制全国重点实验室自主研究课题，面向流体数值模拟的量子计算方法研究，2024/6-2025/6，主持。

[7] 青年科技创新基金，基于自适应分区的高效跨流域算法研究及应用，2023/1-2024-12，主持。

[8] 国防173重点项目子课题，2023/12-2026/12，主持.

近年发表论文论著：

2024年

[1] du, y. j., yang, l. m.*, xiao, y., song, y. x., & shu, c.* (2024). an immersed boundary velocity correction method combined with virtual body-fitted grid for simulation of incompressible flows. physics of fluids, 36(1).

[2] du, y. j., yang, l. m.*, shu, c.*, dong, h., xiao, y., & song, y. x. (2024). virtual body-fitted grid-based immersed boundary method for simulation of thermal flows with dirichlet and neumann boundary conditions. journal of computational physics, 519, 113450.

[3] xiao, y., yang, l. m.*, shu, c.*, chew, s. c., khoo, b. c., cui, y. d., & liu, y. y. (2024). physics-informed quantum neural network for solving forward and inverse problems of partial differential equations. physics of fluids, 36(9).

[4] xiao, y., yang, l. m.*, shu, c.*, dong, h., du, y. j., & song, y. x. (2024). least-square finite difference-based physics-informed neural network for steady incompressible flows. computers & mathematics with applications, 175, 33-48.

[5] song, y. x., yang, l. m.*, du, y. j., xiao, y., & shu, c.* (2024). double distribution function-based lattice boltzmann flux solver for simulation of compressible viscous flows. physics of fluids, 36(6).

[6] zhou, j. x., yang, l. m.*, wang, y. p.*, niu, x. d., wu, j., han, l. c., & khan, a. (2024). dynamic behavior of floating ferrofluid droplet through an orifice with a magnetic field. computers & fluids, 279, 106341.

[7] jiang, l., wu, j., yang, l. m., & qin, q. (2024). high-order gas kinetic flux solver with teno-thinc scheme for compressible flows. computers & fluids, 106492.

[8] jiang, l., wu, j., yang, l. m., & dong, h. (2024). high‐order gas kinetic flux solver for viscous compressible flow simulations. international journal for numerical methods in fluids, 96(5), 789-805.

[9] yuan, z. y., yang, l. m., shu, c., jiang, k., & zhang, l. q. (2024). a variant of improved discrete velocity method for efficient simulation of flows in entire knudsen number regimes. physics of fluids, 36(2).

[10] shen, x., zeng, k., yang, l. m., zhu, c., & dala, l. (2024). a new exploration on passive control of transonic flow over a backward-facing step. international journal of numerical methods for heat & fluid flow.

[11] wang, y., li, d. m., liu, j. l., zhao, f. y., yang, l. m., & yu, w. b. (2024). investigations of vortex dynamics driven primary breakup in diesel spray based on multiphase lattice boltzmann flux solver. physics of fluids, 36(7).

2023年

[1] yang, l. m.*, han, l. c., ding, h., li, z. h., shu, c., & liu, y. y. (2023). adaptive partitioning-based discrete unified gas-kinetic scheme for flows in all flow regimes. advances in aerodynamics, 5, 15.

[2] yang, l. m.*, li, z. h.*, shu, c., liu, y. y., liu, w., & wu, j. (2023). discrete unified gas-kinetic wave-particle method for flows in all flow regimes. physical review e, 108(1), 015302.

[3] xiao, y., yang, l. m.*, du, y. j., song, y. x., & shu, c.* (2023). radial basis function-differential quadrature-based physics-informed neural network for steady incompressible flows. physics of fluids, 35(7).

[4] du, y. j., yang, l. m.*, shu, c.*, xiao, y., & song, y. x. (2023). inverse distance weighting interpolation-based immersed boundary velocity correction method for incompressible flows. physics of fluids 35 (8).

[5] han, l. c., yang, l. m.*, li, z. h.*, wu, j., du, y. j., & shen, x. (2023). unlocking the key to accelerating convergence in the discrete velocity method for flows in the near continuous/continuous flow regimes. entropy, 25(12), 1609.

[6] liu, w., yang, l. m., zhang, z. l., teo, c. j., & shu, c. (2023). simplified hydrodynamic-wave particle method for the multiscale rarefied flow. applied mathematical modelling, 116, 469–489.

[7] liu, y. y., shu, c., yang, l. m., liu, y. g., liu, w., & zhang, z. l. (2023). high-order implicit rbf-based differential quadrature-finite volume method on unstructured grids: application to inviscid and viscous compressible flows. journal of computational physics, 478, 111962.

[8] chen, z., zhang, l. q., & yang, l. m. (2023). kinetic theory-based methods in fluid dynamics. entropy, 25(2), 255.

[9] jiang, l., wu, j., yang, l. m., & dong, h. (2023). gas kinetic flux solver based finite volume weighted essentially non-oscillatory scheme for inviscid compressible flows. applied mathematics and mechanics, 44(6), 961-980.

[10] ma, c., wu, j., gu, x.y., & yang, l.m (2023). a three-dimensional high-order flux reconstruction lattice boltzmann flux solver for incompressible laminar and turbulent flows. computers & fluids, 106008.

[11] shen, x., avital, e., ikram, z., yang, l. m., korakianitis, t., & dala, l. (2023). influence of curvature distribution smoothing on the reduction of aerofoil self-noise. international journal of numerical methods for heat & fluid flow, 33(4), 1379-1393.

[12] jiang, q.h., shu, c., zhu, l.l., yang, l.m., liu, y.y., & zhang, z.l. (2023) applications of finite difference‐based physics‐informed neural networks to steady incompressible isothermal and thermal flows. international journal for numerical methods in fluids 95 (10), 1565-1597.

[13] yuan, z. y., yang, l. m., shu, c., jiang, k., & chen, z. (2023). complete third-order polynomial expansion-based gas kinetic flux solver for flows from continuum regime to rarefied regime. physics of fluids, 35(12).

[14] wang, y., gao, s. y., zhao, f. y., yang, l. m., & yu, w. b. (2023). investigations of spray breakup rayleigh–taylor instability via multiphase lattice boltzmann flux solver. physics of fluids, 35(12).

[15] wang, y. p., zhou, j. x., li, j. q., khan, a., niu, x. d., chen, m. f., & yang, l. m. (2023). magnetic field-enhanced orifice traversal of droplets: minimizing surface adhesion for improved efficiency. physics of fluids, 35(12).

2022年

[1] yang, l. m.*, shu, c., wu, j., liu, y. y., & shen, x. (2022). an efficient discrete velocity method with inner iteration for steady flows in all flow regimes. physics of fluids, 34(2), 027110.

[2] liu, y. y., yang, l. m.*, shu, c.*, zhang, z. l., & yuan, z. y. (2022). an implicit high-order radial basis function-based differential quadrature-finite volume method on unstructured grids to simulate incompressible flows with heat transfer. journal of computational physics, 467, 111461.

[3] du, y. j., yang, l. m.*, shu, c.*, wu, j., & wang, y. (2022). wall model‐based diffuse‐interface immersed boundary method for simulation of incompressible turbulent flows. international journal for numerical methods in fluids, 94, 1888–1908.

[4] xiao, y., yang, l. m.*, yuan, h. z.*, & shu, c. (2022). a hybrid multilayer perceptron‑radial basis function (hmlp‑rbf) neural network for solving hyperbolic conservation laws. sn computer science, 3, 490.

[5] zhang, d., huang, q. g., pan, g., yang, l. m., & huang, w. x. (2022). vortex dynamics and hydrodynamic performance enhancement mechanism in batoid fish oscillatory swimming. journal of fluid mechanics, 930.

[6] zhao, x., yang, l. m., & shu, c. (2022). an implicit lattice boltzmann flux solver for simulation of compressible flows. computers & mathematics with applications, 107, 82-94.

[7] lin, x., wu, j., yang, l. m., & dong, h. (2022). two-dimensional hydrodynamic schooling of two flapping swimmers initially in tandem formation. journal of fluid mechanics, 941.

[8] ma, c., wu, j., yang, l. m., & dong, h. (2022). a coupled high-order implicit-explicit flux reconstruction lattice boltzmann method for nearly incompressible thermal flows. international journal of heat and mass transfer, 187, 122575.

[9] ma, c., wu, j., yu, h., & yang, l. m. (2022). a high-order implicit-explicit flux reconstruction lattice boltzmann method for viscous incompressible flows. computers & mathematics with applications, 105, 13-28.

[10] ma, c., wu, j., & yang, l. m. (2022). a novel high-order solver for simulation of incompressible flows using the flux reconstruction method and lattice boltzmann flux solver. computers & fluids, 105673.

[11] lu, j. h., lei, h., dai, c. s., yang, l. m., & shu, c. (2022). analyses and reconstruction of the lattice boltzmann flux solver. journal of computational physics, 453, 110923.

[12] liu, z. j., shu, c., chen, s. y., liu, w., yuan, z. y., & yang, l. m. (2022). development of explicit formulations of g45-based gas kinetic scheme for simulation of continuum and rarefied flows. physical review e, 105(4), 045302.

[13] zhao, x., yang, l. m, xu, c., & shu, c. (2022). an overset boundary condition-enforced immersed boundary method for incompressible flows with large moving boundary domains. physics of fluids, 34(10), 103613.

[14] ma, c., wu, j., gu, x., & yang, l. m (2022). high-order flux reconstruction thermal lattice boltzmann flux solver for simulation of incompressible thermal flows. physical review e, 106(3), 035301.

[15] 杨鲤铭*, 李志辉, 舒昌. 离散速度方法及其在跨流域问题中的应用研究进展. 南京航空航天大学学报, 2022, 54(4): 537-551.

[16] 杨鲤铭*, 吴杰, 董昊, 杜银杰. 基于速度空间非结构网格和守恒修正的改进离散速度方法[j]. 航空学报, 2022, 43(12): 627033.

[17] 舒昌, 杨鲤铭*, 王岩, 吴杰 . 格子玻尔兹曼和气体动理学通量算法及其应用进展. 南京航空航天大学学报, 2022, 54(5): 801 ⁃816.

[18] 陈臻, 舒昌, 张良奇, 杨鲤铭. 基于相场-格子boltzmann通量求解器的固-液相变模拟. 中国科学: 物理学 力学 天文学, 2022, 52: 104703.

[19] 肖扬, 杨鲤铭*, 舒昌. 一种适用于神经网络求解偏微分方程的自适应取点算法. 气动研究与实验, 2022, 34(04): 74-82.

2021年

[1] yang, l. m., shu, c., chen, z., liu, y. y., wang, y., & shen, x. (2021). high-order gas kinetic flux solver for simulation of two dimensional incompressible flows. physics of fluids, 33(1), 017107.

[2] yang, l. m., shu, c., chen, z., liu, y. y., wu, j., & shen, x. (2021). gas kinetic flux solver based high-order finite-volume method for simulation of two-dimensional compressible flows. physical review e, 104(1), 015305.

[3] yang, l. m., zhao, x., shu, c., & du, y. j. (2021). parametric reduced order modeling-based discrete velocity method for simulation of steady rarefied flows. journal of computational physics, 430, 110037.

[4] chen, z., yang, l. m., shu, c., zhao, x., liu, n. y., & liu, y. y. (2021). mixed convection between rotating sphere and concentric cubical enclosure. physics of fluids, 33(1), 013605.

[5] liu, z. j., yang, l. m., shu, c., chen, s. y., wan, m. p., liu, w., & yuan, z. y. (2021). explicit formulations of g13-based gas kinetic flux solver (g13-gkfs) for simulation of continuum and rarefied flows. physics of fluids, 33(3), 037133.

[6] yuan, z. y., yang, l. m., shu, c., liu, z. j., & liu, w. (2021). a novel gas kinetic flux solver for simulation of continuum and slip flows. international journal for numerical methods in fluids, 93(9), 2863-2888.

[7] liu, y. y., yang, l. m., shu, c., & zhang, h. w. (2021). efficient high-order radial basis-function-based differential quadrature–finite volume method for incompressible flows on unstructured grids. physical review e, 104(4), 045312.

[8] liu, y. y., shu, c., zhang, h. w., yang, l. m., & lee, c. b. (2021). an efficient high-order least square-based finite difference-finite volume method for solution of compressible navier-stokes equations on unstructured grids. computers & fluids, 222, 104926.

[9] liu, y. y., shu, c., zhang, h. w., & yang, l. m. (2021). a high-order implicit least square-based finite difference-finite volume method for incompressible flows on unstructured grids. physics of fluids, 33(5), 053601.

[10] lin, x., wu, j., zhang, t. w., & yang, l. m. (2021). flow-mediated organization of two freely flapping swimmers. journal of fluid mechanics, 912.

[11] zhao, x., chen, z., yang, l. m., liu, n. y., & shu, c. (2021). efficient boundary condition-enforced immersed boundary method for incompressible flows with moving boundaries. journal of computational physics, 110425.

[12] liu, w., liu, y. y., yang, l. m., liu, z. j., yuan, z. y., shu, c., & teo, c. j. (2021). coupling improved discrete velocity method and g13-based gas kinetic flux solver: a hybrid method and its application for non-equilibrium flows. physics of fluids, 33(9), 092007.

[13] chen, z., shu, c., yang, l. m., zhao, x., & liu, n. y. (2021). phase-field-simplified lattice boltzmann method for modeling solid-liquid phase change. physical review e, 103(2), 023308.

[14] yuan, z. y., shu, c., liu, z. j., yang, l. m., & liu, w. (2021). variant of gas kinetic flux solver for flows beyond navier-stokes level. physical review e, 104(5), 055305.

[15] liu, y. y., yang, l. m., shu, c., & zhang, h. w. (2021). a multi-dimensional shock-capturing limiter for high-order least square-based finite difference-finite volume method on unstructured grids. advances in applied mathematics and mechanics, 13(3), 671-700.

[16] xia, t. y., dong, h., yang, l. m., liu, s. c, & jin, z. (2021). investigation on flow structure and aerodynamic characteristics over an airfoil at low reynolds number—a review. aip advances, 11(5), 050701.

[17] 杜银杰, 舒昌, 杨鲤铭, 王岩, 吴杰. 扩散界面浸入边界法结合壁面模型在湍流模拟中的应用[j]. 航空学报, 2021, 42(s1): 726361.

2020年

[1] yang, l. m., wang, y., chen, z., & shu, c. (2020). lattice boltzmann and gas kinetic flux solvers: theory and applications. world scientific, isbn: 978-981-122-468-3.

[2] yang, l. m., shu, c., chen, z., & wu, j. (2020). three-dimensional lattice boltzmann flux solver for simulation of fluid-solid conjugate heat transfer problems with curved boundary. physical review e, 101(5), 053309.

[3] liu, y. y., yang, l. m., shu, c., & zhang, h. w. (2020). three-dimensional high-order least square-based finite difference-finite volume method on unstructured grids. physics of fluids, 32(12), 123604.

[4] sun, y., yang, l. m.*, shu, c., & chen, y. (2020). a diffuse‐interface immersed boundary method for simulation of compressible viscous flows with stationary and moving boundaries. international journal for numerical methods in fluids, 92(3), 149-168.

[5] sun, y., yang, l. m.*, shu, c., & teo, c. j. (2020). a three-dimensional gas-kinetic flux solver for simulation of viscous flows with explicit formulations of conservative variables and numerical flux. advances in aerodynamics, 2(1), 1-28.

[6] li, j. w., wang, j. f.,  yang, l. m., & shu, c. (2020). a hybrid lattice boltzmann flux solver for integrated hypersonic fluid-thermal-structural analysis. chinese journal of aeronautics, 33(9), 2295-2312.

[7] zhao, x., wu, c., chen, z., yang, l. m., & shu, c. (2020). reduced order modeling-based discrete unified gas kinetic scheme for rarefied gas flows. physics of fluids, 32(6), 067108.

[8] liu, z. j., shu, c., chen, s. y., yang, l. m., wan, m. p., & liu, w. (2020). a novel solver for simulation of flows from continuum regime to rarefied regime at moderate knudsen number. journal of computational physics, 415, 109548.

[9] chen, y., shu, c., sun, y., yang, l. m., & wang, y. (2020). a diffuse interface ibm for compressible flows with neumann boundary condition. international journal of modern physics b, 34(14n16), 2040070.

[10] chen, z., shu, c., wang, y., & yang, l. m. (2020). oblique drop impact on thin film: splashing dynamics at moderate impingement angles. physics of fluids, 32(3), 033303.

[11] zhang, l. q., chen, z., yang, l. m., & shu, c. (2020). double distribution function-based discrete gas kinetic scheme for viscous incompressible and compressible flows. journal of computational physics, 412, 109428.

[12] yang, l. m., yu, y., yang, l. m., & hou, g. x. (2020). analysis and assessment of the no-slip and slip boundary conditions for the discrete unified gas kinetic scheme. physical review e, 101(2), 023312.

[13] chen, z., shu, c., yang, l. m., zhao, x., & liu, n. y. (2020). immersed boundary–simplified thermal lattice boltzmann method for incompressible thermal flows. physics of fluids, 32(1), 013605.

[14] liu, y. y., shu, c., zhang, h. w., & yang, l. m. (2020). a high order least square-based finite difference-finite volume method with lattice boltzmann flux solver for simulation of incompressible flows on unstructured grids. journal of computational physics, 401, 109019.

[15] lin, x. j., wu, j., zhang, t. w., & yang, l. m. (2020). self-organization of multiple self-propelling flapping foils: energy saving and increased speed. journal of fluid mechanics, 884.

[16] yang, t. p., wang, j. f., yang, l. m., & shu, c. (2020). development of multi-component generalized sphere function based gas-kinetic flux solver for simulation of compressible viscous reacting flows. computers & fluids, 197, 104382.

[17] zhou, d. z., yang, w. m., yang, l. m., & lu, x. (2020). modelling internal combustion engines with dynamic staggered mesh refinement. combustion theory and modelling, 24(1), 142-175.

[18] ren, w. w., shao, j. y., yang, l. m., & li, t. q. (2020). numerical study of heat transfer from two cylinders in tandem with transverse oscillation. advances in applied mathematics and mechanics, 12(5), 1137-1165.

2019年

[1] yang, l. m., shu, c., yang, w. m., & wu, j. (2019). an improved three-dimensional implicit discrete velocity method on unstructured meshes for all knudsen number flows. journal of computational physics, 396, 738-760.

[2] yang, l. m., shu, c., yang, w. m., & wu, j. (2019). simulation of conjugate heat transfer problems by lattice boltzmann flux solver. international journal of heat and mass transfer, 137, 895-907.

[3] yang, l. m., shu, c., yang, w. m., wu, j., & zhang, m. q. (2019). numerical investigation on performance of three solution reconstructions at cell interface in dvm simulation of flows in all knudsen number regimes. international journal for numerical methods in fluids, 90(11), 545-563.

[4] dong, h., & yang, l. m.* (2019). an immersed boundary-simplified gas kinetic scheme for 2d incompressible flows with curved and moving boundaries. advances in applied mathematics and mechanics, 11(5), 1177-1199.

[5] liu, y. y., zhang, h. w., yang, l. m., & shu, c. (2019). high-order least-square-based finite-difference–finite-volume method for simulation of incompressible thermal flows on arbitrary grids. physical review e, 100(6), 063308.

[6] yang, t. p., wang, j. f., yang, l. m., & shu, c. (2019). development of multicomponent lattice boltzmann flux solver for simulation of compressible viscous reacting flows. physical review e, 100(3), 033315.

[7] zhang, l. q., chen, z., yang, l. m., & shu, c. (2019). an improved discrete gas-kinetic scheme for two-dimensional viscous incompressible and compressible flows. physics of fluids, 31(6), 066103.

[8] zhang, l. q., chen, z., yang, l. m., & zhang, m. q. (2019). an improved axisymmetric lattice boltzmann flux solver for axisymmetric isothermal/thermal flows. international journal for numerical methods in fluids, 90(12), 632-650.

[9] lin, x. j., wu, j., zhang, t. w., & yang, l. m. (2019). phase difference effect on collective locomotion of two tandem autopropelled flapping foils. physical review fluids, 4(5), 054101.

[10] dong, h., liu, s. c., geng, x. liu, s., yang, l. m., & cheng, k. m. (2019). numerical and experimental investigation into hypersonic boundary layer transition induced by roughness elements. chinese journal of aeronautics, 32(3), 559-567.