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Variational approaches in molecular electrostatics, surface formation, shock capturing and nano-transistors

Posted on:2014-05-30Degree:Ph.DType:Dissertation
University:Michigan State UniversityCandidate:Hu, LanghuaFull Text:PDF
GTID:1450390005499039Subject:Applied Mathematics
Abstract/Summary:PDF Full Text Request
This dissertation covers several topics in Applied Mathematics, including nonlinear Poisson equation (NLPE) with application in electrostatics and solvation analysis for biological system, partial differential equation(PDE) transform for hyperbolic conservation laws, high order fractional PDE transform for molecular surface construction and Poisson-Kohn-Sham equation for modeling geometric, thermal and tunneling effects on nano-transistors.;We introduce a nonlinear Poisson equation to take into consideration hyperpolarization effects due to intensive charges and possible nonlinear, anisotropic and heterogeneous media. Variational principle is utilized to derive the nonlinear Poisson model from an electrostatic energy functional. To apply the proposed nonlinear Poisson equation for the solvation analysis, we also construct a nonpolar solvation energy functional based on the nonlinear Poisson equation by using the geometric measure theory.;In our next work, we introduce the use of the PDE transform, paired with the Fourier pseudospectral method (FPM), as a new approach for hyperbolic conservation law problems, which remains an interesting and challenging task due to the diversity of physical origins and complexity of the physical situations. The impact of two PDE transform parameters, i.e., the highest order and the propagation time, is carefully studied to deliver the best effect of suppressing Gibbs' oscillations. The PDE orders of 2-6 are used for hyperbolic conservation laws of low oscillatory solutions, while the PDE orders of 8-12 are often required for problems involving highly oscillatory solutions, such as shock-entropy wave interactions. The present results are compared with those in the literature. It is found that the present approach not only works well for problems that favor low order shock capturing schemes, but also exhibits superb behavior for problems that require the use of high order shock capturing methods.;Furthermore, we study the high-order factional PDE transform based on fractional derivative with application in molecular surface generation. Our work introduces arbitrarily high-order PDEs to describe fractional hyper-diffusions. The fractional PDEs are constructed via fractional variational principle. Furthermore, we construct fractional PDE transform based on arbitrarily high-order fractional PDEs. We demonstrate that the use of arbitrarily high-order derivatives gives rise to time-frequency localization, the control of the spectral distribution, and the regulation of the spatial resolution in the fractional PDE transform. Consequently, the fractional PDE transform enables the mode decomposition of images, signals, and surfaces. A fast fractional Fourier transform (FFFT) is proposed to numerically integrate the high-order fractional PDEs so as to avoid stringent stability constraints in solving high-order evolution PDEs.;The last part of my work is in the filed of nano-scale electronic transistors. The miniaturization of nano-scale electronic transistors, such as metal oxide semiconductor field effect transistors (MOSFETs), has given rise to a pressing demand in the new theoretical understanding and practical tactic for dealing with quantum mechanical effects in integrated circuits. We study the effects of geometry of semiconductor-insulator interfaces, phonon-electron interactions, and quantum tunneling of nano-transistors. Mathematical models of these factors are based on a unified two-scale energy functional that describes free energy of electrons and their interactions with external environments. Related numerical tools and algorithms are introduced to perform simulations on 3D nano four-gate MOSFETs with different geometries of silicon/silicon dioxide interfaces. Phonon-electron interactions are modeled in fashion of density functional theory and integrated in the general free energy formulation. Quantum tunneling effects are defined as electron tunneling ratios and calculated for each type of nano-MOSFETs. (Abstract shortened by UMI.).
Keywords/Search Tags:PDE transform, Nonlinear poisson equation, Shock capturing, Effects, Transistors, Variational, Molecular, Surface
PDF Full Text Request
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