I am an assistant professor at the Department of Mathematics, City University of Hong Kong. I am interested in developing efficient numerical schemes for partial differential equations.
In particular, I have developed polygonal staggered discontinuous Galerkin methods for various PDEs such as Brinkman equations, Navier-Stokes equations and Darcy-Forchheimer equations and so on.
A full publication list is also available at google scholar. I am open for collaboration, if you are interested in my research,
please feel free to contact me (email:linazha@cityu.edu.hk) for further discussions and/or collaborations.
Research Interests
- Numerical Analysis and Scientific Computing
- Numerical methods for PDEs
- Flows in (fractured) porous media
- Fluid-structure interaction
- Unfitted methods for muti-subdomain problem
- Various aspects of polygonal methods
- A posteriori error estimates and adaptivity
- Deep learning for numerical PDEs
Professional services
Reviewer for AMS Mathematical Reviews
Review Editor for Frontiers in Applied Mathematics and Statistics (Numerical Analysis and Scientific Computation)
Open positions
- PhD position: I am looking for one or several PhD students with full scholarship.
If you are interested in my research, please don't hesitate to send me an email (linazha@cityu.edu.hk) with your CV and transcript.
- For Postdoc positions: The RGC is inviting applications for the Postdoctoral Fellowship Scheme (PDFS) 2022-2023, from which each awarded postdoctoral fellow will be provided a total stipend of HK$1,215,990 (HK$405,330 x 3 years; including the conference and research-related travel allowance of $12,880 per year).
Highly competitive postdoc candidates, please contact Dr. Zhao for further information.
Publications
(* indicates corresponding author)
Submitted |
[1] Shubin Fu, Eric Chung and Lina Zhao*,
An adaptive preconditioner for three dimensional single phase compressible flow in highly heterogeneous porous media.
|
[2] Dohyun Kim, Lina Zhao, Eric Chung and Eun-Jae Park,
Pressure-robust staggered DG methods for the Navier-Stokes equations on general meshes, arXiv:2107.09226.
|
[3] Lina Zhao,
Refined a priori and a posteriori error analysis of TDNNS method for linear elasticity problem under minimal regularity, submitted.
|
[4] Lina Zhao and Eric Chung,
Constraint energy minimizing generalized multiscale finite element method for convection diffusion equation, submitted.
|
[5] Lina Zhao,
An optimally convergent staggered mixed method for the biharmonic problem based on the first-order system., submitted
|
[6] Shubin Fu, Eric Chung and Lina Zhao*,
An efficient multiscale preconditioner for large-scale highly heterogeneous flow, submitted.
|
[7] Lina Zhao,
A priori and a posteriori error analysis for the stress-velocity formulation of a quasi-Newtonian Stokes flow, submitted.
|
2022 |
[1] Lina Zhao, Dohyun Kim, Eun-Jae Park, and Eric Chung,
Staggered DG method with small edges for Darcy flows in fractured porous
media, Journal of Scientific Computing, 90 (2022).
|
[2] Lina Zhao,
Analysis of a mixed DG method for stress-velocity formulation of the Stokes equations, Journal of Scientific Computing, 92 (2022).
|
[3] Lina Zhao, Eun-Jae Park and Wonjong Kim,
A novel staggered cell-centered DG method for the biharmonic Steklov problem on polygonal meshes: a priori and a posteriori analysis, Computers and Mathematics with Applications, 117 (2022), pp. 216-228.
|
[4] Shubin Fu, Eric Chung and Lina Zhao*,
Generalized multiscale finite element method for highly heterogeneous compressible flow, accepted by SIAM Multiscale Modeling and Simulation.
|
[5] Lina Zhao and Eun-Jae Park,
A staggered discontinuous Galerkin method for quasi-linear second order elliptic problems of nonmonotone type, Computational Methods in Applied Mathematics, 2022.
|
[6] Lina Zhao,
A Robin-type domain decomposition method for a novel mixed-type DG method for the coupled Stokes-Darcy problem, arXiv:2109.14825, accepted by SIAM Journal on Scientific Computing.
|
[7] Lina Zhao, Eric Chung and Eun-Jae Park,
A locking free staggered DG method for the Biot system of poroelasticity on general polygonal meshes, arXiv:2107.09226, accepted by IMA Journal of Numerical Analysis.
|
[8] Lina Zhao and Eric Chung,
Adaptive staggered DG method for Darcy flows in fractured porous media, arXiv:2006.05294, accepted by Computational Geosciences.
|
[9] Lina Zhao, Eun-Jae Park and Eric Chung,
A pressure robust staggered discontinuous Galerkin method for the Stokes equations, arXiv:2007.00298, accepted by Computers and Mathematics with Applications.
|
[10] Lina Zhao and Shuyu Sun,
A strongly mass conservative method for the coupled Brinkman-Darcy flow and transport, arXiv:2112.05943, accepted by SIAM Journal on Scientific Computing.
|
2021 |
[1] Lina Zhao, Ming Fai Lam, and Eric Chung,
A uniformly robust staggered DG method for the unsteady Darcy-Forchheimer-Brinkman problem , Communications on Applied Mathematics and Computation, 2021.
|
[2] Lina Zhao, Eric Chung, Eun-Jae Park, and Guanyu Zhou,
Staggered DG method for coupling of the Stokes and Darcy-Forchheimer problems, SIAM Journal on Numerical Analysis, 59 (2021), pp. 1–31.
|
[3] Eric Chung, Hyea-Hyun Kim, Ming-Fai Lam and Lina Zhao,
Learning adaptive coarse spaces of BDDC algorithms for stochastic elliptic problems with oscillatory and high contrast coefficients, Mathematical and Computational Applications, 26 (2021).
|
[4] Yiran Wang, Eric Chung and Lina Zhao*,
Constraint energy minimization generalized multiscale finite element method in mixed formulation for parabolic equations, Mathematics and Computers in Simulation, 188 (2021), pp. 455-475.
|
[5] Dohyun Kim, Lina Zhao and Eun-Jae Park,
Review and Efficient Implementation of Staggered DG methods on Polygonal Meshes, J. Korean Soc. Ind. Appl. Math., 25 (2021), pp. 66-81.
|
2020 |
[1] Lina Zhao, Eun-Jae park, and Eric Chung,
Staggered discontinuous Galerkin methods for the Helmholtz equations with large wave number, Computers and Mathematics with Applications, 80 (2020), pp. 2676-2690.
|
[2] Dohyun Kim, Lina Zhao, and Eun-Jae Park,
Staggered DG methods for the pseudostress-velocity formulation of the Stokes
equations on general meshes, SIAM J. Sci. Comput., 42 (2020), pp. A2537-A2560.
|
[3] Lina Zhao and Eun-Jae Park,
A staggered cell-centered DG method for linear elasticity on polygonal
meshes, SIAM J. Sci. Comput., 42 (2020), pp. A2158-A2181.
|
[4] Lina Zhao and Eric T. Chung,
An analysis of the NLMC upscaling method for high contrast problems, Journal of Computational and Applied Mathematics, 367 (2020).
|
[5] Lina Zhao and Eun-Jae Park,
A lowest-order staggered DG method for the coupled Stokes-Darcy problem, IMA Journal of Numerical Analysis, 40 (2020), pp. 2871-2897.
|
[6] Lina Zhao and Eun-Jae Park,
A new hybrid staggered discontinuous Galerkin method on general meshes, Journal of Scientific Computing, 82 (2020), 12.
|
[7] Lina Zhao, Eric Chung and Ming Fai Lam,
A new staggered DG method for the Brinkman problem robust in the Darcy and Stokes limits, Computer Methods in Applied Mechanics and Engineering, 364 (2020).
|
2019 |
[1] Lina Zhao, Eun-Jae Park and Dong-wook Shin,
A staggered DG method of minimal dimension for the Stokes equations on general meshes, Computer Methods in Applied Mechanics and Engineering, 345 (2019), pp. 854–875.
|
[2] Lina Zhao and Eun-Jae Park,
A priori and a posteriori error analysis of a staggered discontinuous Galerkin method for convection dominant diffusion equations, Journal of Computational and
Applied Mathematics, 346 (2019), pp. 63–83.
|
2018 |
[1] Lina Zhao and Eun-Jae Park,
A staggered discontinuous Galerkin method of minimal dimension on quadrilateral and polygonal meshes, SIAM Journal on Scientific Computing, 40 (2018), pp. A2543–A2567.
|
[2] Eric T. Chung, Eun-Jae Park and Lina Zhao,
Guaranteed a posteriori error estimates for a staggered discontinuous Galerkin method, Journal of Scientific Computing, 75 (2018), pp. 1079–1101.
|
[3] Lina Zhao and Eun-Jae Park,
Fully computable bounds for a staggered discontinuous Galerkin method for the Stokes equations, Computers and Mathematics with Applications, 5 (2018), pp. 4115–4134.
|
Conferences
Conferences organized |
- MS16: Polygonal Finite Elements, DG, and Related Methods, DD XXVI: Internatioanl Conference on Domain Decomposition Methods, December 7-12, 2020, The Chinese University of Hong Kong, Hong Kong
- MS6, MS22, and MS35: Recent Advances in Polygonal Methods and their Applications, SIAM Conference on Analysis of Partial Differential Equations (PD22), March 14-18, 2022
- MS87 and MS116: SIAM Annual Meeting, David L. Lawrence Convention Center Pittsburgh, Pennsylvania, U.S., July 11-15, 2022.
Selected invited presentations |
- Polytopal Element Methods in Mathematics and Engineering (POEMS 2022), Politecnico di Milano, December 12-14, 2022, Milan, Italy.
- MS8: SIAM Annual Meeting, David L. Lawrence Convention Center Pittsburgh, Pennsylvania, U.S., July 11-15, 2022.
- International Conference on Computational Science (ICCS 2022), London, United Kingdom , June 21-23, 2022 (Attending online).
- ECCOMAS CONGRESS 2022, 5-9 June 2022, Oslo, Norway (Cancelled due to travel restrictions).
- SIAM Conference on Analysis of Partial Differential Equations (PD22) (virtual), March 14-18, 2022.
- Chemnitz FE Symposium 2021, TU Chemnitz campus, Germany, September 06-08, 2021.
- The 18th European Finite Element Fair, Inria Paris, France, September 10-11, 2021.
- SIAM Conference on Mathematical & Computational Issues in the Geosciences (GS21), Politecnico di Milano | Milan, Italy, June 21-24, 2021.
- DD 26: Internatioanl Conference on Domain Decomposition Methods, Hong Kong, December 7-11, 2020.
- SIAM Conference on Analysis of Partial Differential Equations, La Quinta, USA, December 11-14, 2019.
- High Order Structure-Preserving Numerical Methods: Algorithms, Analysis and Applications, Sanya, China, January 15, 2019.
- ICCM 2018, Seoul, Korea, September 29, 2018
- International Conference on Domain Decomposition Methods (DD XXIV), Longyearbyen, Norway, February 7, 2017.
- The 12th World Congress on Computational Mechanics (WCCM XXIII), Seoul, Korea, July 24-29, 2016.
- The 10th International Conference on Scientific Computing and Applications (ICSCA 2016), Toronto, Canada, June 6-10, 2016.
- International Conference on Domain Decomposition Methods (DD XXIII), Jeju Island, Korea, July 7, 2015.