Dr Quanling Deng

ANU College of Engineering, Computing and Cybernetics

Areas of expertise

  • Numerical Computation And Mathematical Software 461306
  • Numerical And Computational Mathematics 4903
  • Applied Mathematics 4901
  • Multiphysics Flows (Incl. Multiphase And Reacting Flows) 401211
  • Computational Methods In Fluid Flow, Heat And Mass Transfer (Incl. Computational Fluid Dynamics) 401204

Research interests

Mathematical modeling and simulation: fluid flow through poroelastic media, ocean and atmosphere dynamics, sea ice floe dynamics. 

Scientific computing and numerical analysis: parallel computing, preconditioners, post-processing, PDE numerical solvers such as FDM, FVM, FEM, IGA, DG, HHO, Runge--Kutta methods, and generalized-alpha methods, operator splitting schemes, dispersion and spectral analysis, a priori and a posteriori error analysis.

Uncertainty quantification and data assimilation: stochastic models, Kalman filters, Ornstein-Uhlenbeck process.

Biography

Quanling Deng was born in Hunan, China. He moved to the USA to study mathematics in August 2011 and graduated with a Ph.D. in mathematics at the University of Wyoming in May 2016. In October 2016, he joined Curtin University as a research associate at the Department of Applied Geology. He became an affiliated member of Curtin Institute for Computation and Curtin TIGeR. He was a visiting scholar at INRIA (Paris France, 5-6/2019), AGH University of Science and Technology (Krakow Poland, 6-7/2018, 5/2019), École des Ponts ParisTech (ENPC, Paris France, 5-6/2017), and others. He joined the Department of Mathematics at the University of Wisconsin-Madison as a Van Vleck visiting assistant professor on March 12, 2020. In Feburary 2022, he joined the School of Computing as a Lecturer at the Australian National University.

Available student projects

Soft Isogeometric Analysis (softIGA): Development and Application

Description

Isogeometric analysis (IGA) is an advanced computational approach that integrates finite element analysis (FEA) into computer-aided design (CAD) tools. It has been a vital tool in computational mechanics and it is the core technology for many commercial companies such as Coreform. A major part of the ongoing developments of IGA techniques focuses on improving simulation accuracy and reducing simulation costs. This is particularly challenging in modeling non-linear structural mechanics. Standard isogeometric analysis suffers from its high stiffness that causes numerical instabilities, and consequently, keeps the analysis tool from more accurate and faster simulations. One recent idea is to reduce the stiffness by softening the discretized
system via a jump penalization technique, hence the motivation of the development of the new tool—softIGA. In this project, we will also look into real-world applications such as structural vibration modeling.
Goal 
To develop a numerical simulation technology for general use by computational scientists and potentially the commercial company Coreform. To produce a scientific publication.
Requirements
Experience in programming and scientific computing is essential. Interest in computational mathematics is desirable
Background literature
 Cottrell, J.A., Hughes, T.J. and Bazilevs, Y., 2009. Isogeometric analysis: toward integration of CAD and FEA. John Wiley & Sons
Gain
This is a 24cp (2 semester) project.
Keywords
 Isogeometric analysis, B-splines

 

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Updated:  19 May 2024 / Responsible Officer:  Director (Research Services Division) / Page Contact:  Researchers