梁克維，男，畢業於浙江大學，博士，浙江大學數學科學學院副教授。
基本介紹
- 中文名：梁克維
- 畢業院校：浙江大學
- 學位/學歷：博士
- 職業：教師
- 專業方向：計算數學
- 任職院校：浙江大學數學科學學院
研究方向,個人經歷,主講課程,學術成果,
研究方向
·計算數學
·反問題
·機器學習
機器學習(偏向醫學圖像)、隨機最佳化、偏微分方程數值解等
個人經歷
2001年獲得浙江大學理學博士，2001年－2005年新加坡國立大學的博士後，2005年－2006年法國土魯斯第三大學的博士後。2006年下半年－至今在浙江大學數學學院任教。
主講課程
2019年
微積分甲（上）
春夏學期的科學計算
春夏學期的數學軟體
2018年
春夏學期的科學計算
春夏學期的數學軟體
學術成果
主持了一項國家自然科學基金項目；一項教育部留學回國人才項目；一項浙江省自然科學基金項目；一項浙江省錢江人才項目；參與了多項國家自然科學基金項目和省部級項目。
發表論文：
J.J. Chen, Z.F. Xiao, Y. Zheng, J.J. Zheng, C.F. Li,K.W. Liang;
Automatic sizing functions for unstructured surface mesh generation,
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 109(2017), 577-608.
C. Zheng, X.L. Cheng,K.W. Liang;
Numerical analysis of inverse elastic problem with damage,
APPLIED ATHEMATICS A JOURNAL OF CHINESE UNIVERSITIES Ser.A., 31(2016), Issue 4, 476-490.
C. Zheng, X.L. Cheng,K.W. Liang;
Numerical Analysis of Inverse Elasticity Problem with Signorini¡ˉs Condition,
Communications in Computational Physics, 20(2016), Issue 4, 1045-1070.
K.W. Liang, X.L. Lu, Z.J. Yang;
Finite element approximation to the extremal eigenvalue problem for inhomogenous materials,
Numerische Mathematik, 130(2015), Issue 4, 741-762.
D.M. Li,K.W. Liang, Thomas Gruhn;
Mean Field Theory of Diblock Copolymer on Curved Manifolds,
Macromol. Symp., 346(2014), 22-31.
J.Q. Jin, Bailing Yang,K.W. Liang, Xun Wang;
General image denoising framework based on compressive sensing theory,
Computers & Graphics, 38(2014), 382-391.
K.W. Liang, H.C. Zhu;
Moving collocation method for a reaction-diffusion equation with a traveling heat source,
Numerical Methods for Partial Differential Equations, 29(2013), No. 6, 2047-2060.
H.C. Zhu,K.W. Liang;
A Numerical Investigation of Blow-up in The Moving Heat Source Problems in Two-dimensions,
WSEAS Transactions on Mathematics, 12(2013), Issue 3, 286-295.
H.C. Zhu,K.W. Liang;
Moving mesh method for a reaction-diffusion equation with traveling heat source on unbounded domain,
APPLIED ATHEMATICS A JOURNAL OF CHINESE UNIVERSITIES Ser.A., 27(2012), No. 2, 206-219.
H. Qiang,K.W. Liang;
Moving mesh method for problems with blow-up on unbounded domains,
Numerical Algorithms, 59(2012), 63-77.
Z.F. Zhang,K.W. Liang, X.L. Cheng;
Greedy Algorithms for Eigenvalue Optimization Problems in Shape Design of Two-Density Inhomogeneous Materials,
International Journal of Computer Mathematics, 88(2011), No. 1, 183-195.
H.C. Zhu,K.W. Liang;
A moving mesh method for blow-up in reaction-diffusion problems,
APPLIED ATHEMATICS A JOURNAL OF CHINESE UNIVERSITIES Ser.A., 25(2010), No. 4, 411-422.
Kunisch Karl,K.W. Liang, X.L. Lu;
Optimal control for the elliptic system with polygonal state constraints,
SIAM Journal on Control and Optimization, 48(2010), Issue 8, 5053-5072.
H.C. Zhu,K.W. Liang, X.L. Cheng;
A numerical investigation of blow-up in reaction-diffusion problems with traveling heat sources,
Journal of Computational and Applied Mathematics, 234(2010) Issue12, 3332-3343.
Z.F. Zhang,K.W. Liang, X.L. Cheng;
A Monotonic Algorithm for Optimizing Eigenvalue in Shape Design problems of Multi- Density Inhomogeneous Materials,
Communications in Computational Physics (CICP), 8(2010) No.3, 565-584.
J. Chen,K.W. Liang;
Research and simulation on searching algorithm based on rumor spreading and interest mining,
Computer Systems & Application., 19(2010), No. 1, 76--81.
K.W. Liang, D.F. Han, H. Zhang, C.Y. Zhu;
A weak condition for secant method to solve systems of nonlinear equations,
APPLIED ATHEMATICS A JOURNAL OF CHINESE UNIVERSITIES Ser.B., 24(2009), No. 1, 90--96.
K.W. Liang;
Homocentric convergence ball of the secant method,
APPLIED ATHEMATICS A JOURNAL OF CHINESE UNIVERSITIES Ser.B., 22(2007), No. 3, 353--365.
K.W. Liang, P. Lin, R.C.E. Tan;
Numerical solution of quenching problems using mesh-dependent variable temporal Steps,
Applied Numerical Mathematics, 57 (2007), No. 5-7, 473--858.
K.W. Liang, P. Lin, M.T. Ong, R.C.E. Tan;
A splitting moving mesh method for reaction-diffusion equations of quenching type,
Journal of Computational Physics, 215 (2006), No. 2, 757--777.
K.W. Liang, P. Lin;
A splitting moving mesh method for 3-d quenching and blow-up problems,
Contemporary Mathematics series,American Math., 383 (2005), 355--369.
Zhongqiu Jin,K.W. Liang, Jinsheng Jiang;
Uniform-convergence analysis of a singular perturbation problem on a modified Bakhvalov-Shishkin mesh,
(Chinese) Journal of Zhejiang University. Natural Science Edition, 30 (2003), no. 3, 263--267.
Zhongqiu Jin,K.W. Liang, Daming Li;
A difference method for a singularly perturbed two-point boundary value problem,
(Chinese) Mathematica Numerica Sinica., 24 (2002), no. 2, 147--156.
K.W. Liang, Daming Li, Jinsheng Jiang;
A note on the midpoint upwind scheme of the Bakhvalov-Shishkin mesh,
(Chinese) Journal of Zhejiang University. Natural Science Edition, 29 (2002), no. 1, 20--24.
K.W. Liang;
The Convergence of Hansen and Patrick¡ˉs Method on the |Ã-Condition,
(Chinese) Acta Mathematicae Applicatae Sinica, 23 (2000), no. 1, 151--153.
K.W. Liang, Zhongqiu Jin, Daming Li;
A finite difference scheme and its convergence rate for $\epsilon$-uniform singularly perturbed problems,
(Chinese) Journal of Zhejiang University. Natural Science Edition, 27 (2000), no. 5, 473 --476.
K.W. Liang;
Convergence of the method of Hansen and Patrick,
(Chinese) Journal of Hangzhou University. Natural Science Edition, 26 (1999), no. 1, 25--35.
