Communicating Applied Mathematics: Four Examples

Communicating Applied Mathematics is a writing- and speaking-intensive graduate course at North Carolina State University. The purpose of this article is to provide a brief description of the course objectives and the assignments. Parts A--D of of this article represent the class projects and illustrate the outcome of the course: * The Evolution of an Optimization Test Problem: From Motivation to Implementation, by Daniel E. Finkel and Jill P. Reese * Finding the Volume of a Powder from a Single Surface Height Measurement, by Christopher Kuster * Finding Oscillations in Resonant Tunneling Diodes, by Matthew Lasater * A Shocking Discovery: Nonclassical Waves in Thin Liquid Films, by Rachel Levy We introduce a water-supply problem considered by the optimization and hydrology communities for benchmarking purposes. The objective is to drill five wells so that the cost of pumping water out of the ground is minimized. Using the implicit filtering optimization algorithm to locate the wells, we save approximately $2,500 over the cost of a given initial well configuration. The volume of powder poured into a bin with obstructions is found by calculating the height of the surface at every point. This is done using the fast marching algorithm. We look at two different bin geometries and determine the volumes as a function of the powder height under the spout. The surface of the powder satisfies a two-dimensional eikonal equation. This equation is solved using the fast marching method. Resonant tunneling diodes (RTDs) are ultrasmall semiconductor devices that have potential as very high-frequency oscillators. To describe the electron transport within these devices, physicists use the Wigner--Poisson equations which incorporate quantum mechanics to describe the distribution of electrons within the RTD. Continuation methods are employed to determine the steady-state electron distributions as a function of the voltage difference across the device. These simulations predict the operating state of the RTD under different applied voltages and will be a tool to help physicists understand how changing the voltage applied to the device leads to the development of current oscillations. When a thin film flows down an inclined plane, a bulge of fluid, known as a capillary ridge, forms on the leading edge and is subject to a fingering instability in which the fluid is channeled into rivulets. This process is familiar to us in everyday experiments such as painting a wall or pouring syrup over a stack of pancakes. It is also observed that changes in surface tension due to a temperature gradient can draw fluid up an inclined plane. Amazingly, in this situation the capillary ridge broadens and no fingering instability is observed. Numerical and analytical studies of a mathematical model of this process led to the discovery that these observations are associated with a nonclassical shock wave previously unknown to exist in thin liquid films.

[1]  J. A. Sethian,et al.  Fast Marching Methods , 1999, SIAM Rev..

[2]  R. Behringer,et al.  Reverse undercompressive shock structures in driven thin film flow. , 2002, Physical review letters.

[3]  Owen J. Eslinger,et al.  IFFCO: implicit filtering for constrained optimization, version 2 , 1999 .

[4]  H. P. Greenspan,et al.  On the motion of a small viscous droplet that wets a surface , 1978, Journal of Fluid Mechanics.

[5]  Gunnar Aronsson A Mathematical Model in Sand Mechanics: Presentation and Analysis , 1972 .

[6]  G. D. Byrne,et al.  VODE: a variable-coefficient ODE solver , 1989 .

[7]  Y. Kuznetsov Elements of Applied Bifurcation Theory , 2023, Applied Mathematical Sciences.

[8]  F. Heslot,et al.  Fingering instability of thin spreading films driven by temperature gradients , 1990, Nature.

[9]  E. Lightfoot,et al.  The dynamics of thin liquid films in the presence of surface‐tension gradients , 1971 .

[10]  Michael Shearer,et al.  Comparison of two dynamic contact line models for driven thin liquid films , 2004, European Journal of Applied Mathematics.

[11]  Y. Kuznetsov Elements of applied bifurcation theory (2nd ed.) , 1998 .

[12]  O. Oleinik Discontinuous solutions of non-linear differential equations , 1963 .

[13]  P. Gennes Wetting: statics and dynamics , 1985 .

[14]  M. Shearer,et al.  Undercompressive shocks and Riemann problems for scalar conservation laws with non-convex fluxes , 1999, Proceedings of the Royal Society of Edinburgh: Section A Mathematics.

[15]  Vladimir Rakocevic On the Norm of Idempotent Operators in a Hilbert Space , 2000, Am. Math. Mon..

[16]  P. Lions,et al.  Viscosity solutions of Hamilton-Jacobi equations , 1983 .

[17]  Carl Tim Kelley,et al.  Iterative methods for optimization , 1999, Frontiers in applied mathematics.

[18]  Kevin Zumbrun,et al.  Stability of compressive and undercompressive thin film travelling waves , 2001, European Journal of Applied Mathematics.

[19]  T. C. L. G. Sollner,et al.  Quantum well oscillators , 1984 .

[20]  H. Cui,et al.  Dynamical instabilities andI−Vcharacteristics in resonant tunneling through double-barrier quantum well systems , 2001 .

[21]  David E. Stewart,et al.  Rigid-Body Dynamics with Friction and Impact , 2000, SIAM Rev..

[22]  P. Lax Hyperbolic Systems of Conservation Laws and the Mathematical Theory of Shock Waves , 1987 .

[23]  D. Acheson Elementary Fluid Dynamics , 1990 .

[24]  J. Tsitsiklis,et al.  Efficient algorithms for globally optimal trajectories , 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

[25]  Arlen W. Harbaugh,et al.  User's documentation for MODFLOW-96, an update to the U.S. Geological Survey modular finite-difference ground-water flow model , 1996 .

[26]  B. Gelmont,et al.  THz-Spectroscopy of Biological Molecules , 2003, Journal of biological physics.

[27]  Andrea L. Bertozzi,et al.  Thin Film Traveling Waves and the Navier Slip Condition , 2003, SIAM J. Appl. Math..

[28]  T. Sollner,et al.  Resonant tunneling through quantum wells at frequencies up to 2.5 THz , 1983 .

[29]  Elizabeth A. Burroughs,et al.  LOCA 1.0 Library of Continuation Algorithms: Theory and Implementation Manual , 2002 .

[30]  P. Gilmore,et al.  IFFCO (Implicit filtering for constrained optimization), users' guide , 1993 .

[31]  Andrea L. Bertozzi,et al.  Existence of Undercompressive Traveling Waves in Thin Film Equations , 2000, SIAM J. Math. Anal..

[32]  Philippe G. LeFloch,et al.  Non-classical Riemann solvers with nucleation , 2004, Proceedings of the Royal Society of Edinburgh: Section A Mathematics.

[33]  S. H. Davis,et al.  On the motion of a fluid-fluid interface along a solid surface , 1974, Journal of Fluid Mechanics.

[34]  A. Bertozzi THE MATHEMATICS OF MOVING CONTACT LINES IN THIN LIQUID FILMS , 1998 .

[35]  Lee A. Segel,et al.  Mathematics applied to deterministic problems in the natural sciences , 1974, Classics in applied mathematics.

[36]  Daniel N. Ostrov Solutions of Hamilton–Jacobi Equations and Scalar Conservation Laws with Discontinuous Space–Time Dependence , 2002 .

[37]  P. Domenico,et al.  Physical and chemical hydrogeology , 1990 .

[38]  M. Shearer,et al.  Kinetics and nucleation for driven thin film flow , 2005 .

[39]  Andrea L. Bertozzi,et al.  Linear stability and transient growth in driven contact lines , 1997 .

[40]  S. Zagatti On viscosity solutions of Hamilton-Jacobi equations , 2008 .

[41]  Cass T. Miller,et al.  Optimal design for problems involving flow and transport phenomena in saturated subsurface systems , 2002 .

[42]  B. McKinney,et al.  Traveling Wave Solutions of the Modified Korteweg-deVries-Burgers Equation , 1995 .

[43]  G. M.,et al.  Partial Differential Equations I , 2023, Applied Mathematical Sciences.

[44]  J. Mayer,et al.  On the Quantum Correction for Thermodynamic Equilibrium , 1947 .

[45]  B. Gelmont,et al.  Creation and quenching of interference-induced emitter-quantum wells within double-barrier tunneling structures , 2003 .

[46]  M. Born Principles of Optics : Electromagnetic theory of propagation , 1970 .

[47]  Panos J. Antsaklis,et al.  Linear Systems , 1997 .

[48]  Lou Kondic,et al.  Instabilities in Gravity Driven Flow of Thin Fluid Films , 2003, SIAM Rev..

[49]  Christopher M. Kuster,et al.  Volume determination for bulk materials in bunkers , 2004 .

[50]  B. Parlett The Symmetric Eigenvalue Problem , 1981 .

[51]  Matthias Born,et al.  Principles of Optics: Electromagnetic Theory of Propa-gation, Interference and Di raction of Light , 1999 .

[52]  Nicholas J. Higham,et al.  Handbook of writing for the mathematical sciences , 1993 .

[53]  D. Quéré,et al.  Thickness and Shape of Films Driven by a Marangoni Flow , 1996 .

[54]  Steven G. Krantz,et al.  A Primer of Mathematical Writing , 1999 .

[55]  Andrea L. Bertozzi,et al.  Undercompressive shocks in thin film flows , 1999 .