[Northwestern Logo]


Home

Curriculum Vitæ

Research

Contact


Valid HTML 4.01!
Valid CSS!

My Major Research Projects in the Mathematical Sciences


Current Past
Granular Mixing Nonlinear Waves with deal.II
Physical Dynamics of Solitary Waves Internal Wave Breaking
Numerics of Conservation Laws Waves in a Shock Tube
Nonlinear Acoustics Wavelet Image Processing (AA, Edges)
Nonlinear Fourier Analysis Crossing Number of a Graph
Wavelet-Galerkin methods (PDE, KdV)

Current Projects (in reverse chronological order):

  • Dynamical Systems Framework for Mixing and Segregation in Tumbled Granular Flows
  • Physical Dynamics of Solitary Waves
    • Summary: Derived coarse-grained laws governing the centers of coherent structures in nonlinear wave equations (specifically, the sine-Gordon equation). Showed that these coarse-grain dynamics are identical to those of classical elastic point particles ("quasi-particles"), except for the presence of "cross-mass" (cf. Mach's principle). Not only does this method generalize the classical wave-particle duality, it also allows for the quantization of nonlinear waves of non-integrable equations. Extended the approach to deformable quasi-particles.
    • Collaborators: Prof. Christo Christov (University of Louisiana at Lafayette).
    • Funding: Travel Grant (2007), Travel Award (2008).
    • Presentations: Dynamics Days 2007, 7th AIMS Int'l Conference.
    • Publications: Phys. Lett. A, DCDS Supplement.
  • High-Resolution Godunov-type Schemes for Conservation Laws on Unstructured Meshes
  • Shock Formation in Homentropic (and Isentropic) Lossless Media
    • Summary: Developed a new numerical approach to the solution of the weakly-nonlinear theories of shock formation in perfect gases and, more generally, a class of barotropic fluids. Derived the consistent small-Mach-number finite-amplitude approximation of the Euler equations. Established a number of exact results on acceleration waves using singular surface theory. Benchmarked the model equations (i.e., the Lighthill–Westervelt, the inviscid Kuznetsov and the new weakly-nonlinear equation) numerically in a 1D shock-formation context. See also Waves in a Shock Tube.
    • Collaborators: Dr. Pedro Jordan (Naval Research Laboratory) and Prof. Christo Christov (University of Louisiana at Lafayette).
    • Funding: NRL Student Summer Employment Program, ASEE/ONR Naval Research Enterprise Intern Program.
    • Presentations: 6th Int'l Conference NM&A.
    • Publications: Phys. Lett. A, CMES, QJMAM.
  • Nonlinear Fourier Analysis of Internal Solitary Waves in the Ocean

Selected Past Projects (in reverse chronological order):

  • Solving Nonlinear Wave Equations using deal.II — This was a research project for the class Computational Software for Large-Scale PDE Solvers (MATH 664+694, Spring 2006, at Texas A&M). Using the (classical) finite element method (FEM) and the θ-method time discretization, I wrote a program, based on the deal.II FEM library, that solves the Neumann problem for the sine-Gordon soliton equation in 1, 2 and 3D. My project resulted in a tutorial program that is now part of the library.
  • Breaking of Internal Waves in Lakes (joint work with Prof. Roman Stocker of MIT) — The goal of this project was to develop theoretical and numerical tools for the study and simulation of the nonlinear evolution of internal waves in stratified, rotating fluids (e.g., lakes on the earth's surface). The governing equations were formulated, and a Godunov-type (shock-capturing, finite-volume) scheme was developed to solve the equations numerically in 1D and 2D. This work was funded by MIT’s Undergraduate Research Opportunities Program (UROP).
  • Wavelet-Galerkin Methods for Nonlinear Partial Differential Equations — This was a research project I worked on during the summer of 2004 at the Texas A&M Wavelets REU. The goal was to apply the wavelet-Galerkin method (see below) to the Korteweg–de Vries (nonlinear evolution) equation. A final report of my research is available in PDF.
  • Waves in a Shock Tube — This was a research project for the class Nonlinear Dynamics II: Continuum Mechanics (18.354J, Spring 2004) at MIT. I derived the equations of gas dynamics from the Navier–Stokes equations for one dimensional unsteady flow. Under the isentropic gas assumption the pair of nonlinear coupled PDEs can be decoupled via diagonalization of the system matrix to obtain the "Riemann invariants." Then, I solved the piston problem for a receding, advancing and oscillating piston. A much-improved version of the final report of the research project has since been published in the MIT Undergraduate Journal of Mathematics.
  • Wavelet Methods for Image Anti-Aliasing — This was an attempt at anti-aliasing images by wavelet-edge dectection and frequency filtering. Preliminary results can be found in the last section of the report entitled "Multiscale Image Edge Detection," which can be found below.
  • Multiscale Image Edge Detection — This was a research project for the class Wavelets, Filter Banks and Applications (1.130/18.327, Spring 2004) at MIT. It discusses the multiscale generalization of the Canny edge detector using wavelets. I propose a method for thresholding the modulus maxima using the correlation coefficients of the modulus maxima across different resolutions for better edge recognition. I also discuss an application of the multiscale edge detector to the aliasing problem in computer generated images. A final report of my research is available in PDF.
  • Crossing Number of a Graph — This was a research project for the class Principles of (Discrete) Applied Mathematics (18.310, Fall 2003) at MIT. It is an overview of the well-known Crossing Number problem and various results regarding it. I prove a few elementary results, but overall the paper is just a summary of the results in the literature on this topic. A final report of my research is available in PDF.
  • Wavelet-Galerkin Methods for Partial Differential Equations — This was a research project I worked on during the summer of 2003 at the Texas A&M Wavelets REU. Although I do not discuss any novel methods, the report provides an overview of the subject. A final report of my research is available in PDF.

Disclaimer: Please do not copy my work and pass it off as your own. All research papers above have references to the original papers ands books from which the ideas come; likewise, if there are original ideas in the reports above, publication information, which can be cited, is provided. If all else fails, credit can be given by citing the research reports above as internet sources, if ideas from them must be used. Thanks!