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Analysis of Transport Phenomena

Graduate-level introduction to mathematical modeling

Series

Analysis of Transport Phenomena

Graduate-level introduction to mathematical modeling

In these MOOCs, you will learn to formulate mathematical models of transport phenomena based on partial differential equations and to solve them by pencil and paper. You will also learn the art of approximation—how to obtain useful solutions by simplifying a model without sacrificing the key physics. Applications include heat and mass transfer, fluid flow, waves, hydrodynamic instabilities, convection, phase transformations and electrochemical transport.

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Analysis of Transport Phenomena is a series of the following nine MOOC modules:

At MIT, 10.50 is a required subject for all first-year graduate students in chemical engineering, but it also attracts students from other departments. This online course is suitable for anyone interested in learning the principles of continuum modeling. Although the examples are mostly from chemical engineering, no prior knowledge is assumed, beyond basic undergraduate applied mathematics.

The engineering applications and mathematical methods you learn in this course will advance your career in industry or academics. While your friends and co-workers may be able to run an experiment or computer simulation, you will also be able to formulate models, make scaling estimates, and derive simple analytical approximations. There is growing demand for such mathematical skills in most technical careers and graduate programs today.

Required Courses

What you'll learn

Models:

  • Formulation of continuum models
  • Integral and differential forms of conservation equations
  • Interfacial conservation equations
  • Models of diffusion
  • Random walks

Mathematical Formulation:

  • Formulation of continuum models and their exact and approximate solution
  • Scaling, dimensional analysis, and similarity solutions
  • Perturbation methods, matched asymptotic expansions
  • Fourier series, eigenfunction expansions
  • Fluid dynamics, waves, capillary phenomena, and instabilities
  • Forced and natural convection
  • Phase transformations and electrochemical transport

Scaling:

  • Dimensional analysis
  • Similarity solutions for linear and nonlinear diffusion
  • Green functions and the method of images

Asymptotics:

  • Asymptotic analysis
  • Regular and singular perturbations for algebraic and differential equations
  • Matched asymptotic expansions

Series Expansions:

  • Fourier series and eigenfunction expansions
  • Sturm–Liouville theory
  • Generalized Fourier series: Bessel functions, spherical Bessel functions, and Legendre polynomials

Fluid Mechanics:

  • Unidirectional Couette and Poiseuille flows
  • Lubrication approximation and the Reynolds lubrication equation
  • Linear and nonlinear waves and the method of characteristics
  • Tensor algebra and calculus for continuum mechanics
  • Navier–Stokes equations
  • Creeping flow at low Reynolds number
  • Inertial flow at high Reynolds number; turbulence
  • Interfacial tension, wetting, and thin films
  • Linear stability analysis

Convection:

  • Boundary-layer and fully developed forced convection
  • Taylor dispersion
  • Natural convection and combined convection
  • Turbulent convection

Nonequilibrium Thermodynamics:

  • Nonequilirbrium phase transformations
  • Calculus of variations
  • Cahn–Hilliard and Allen–Cahn equations for phase separation

Electrochemical Transport:

  • Electrochemical transport in neutral electrolytes
  • Equilibrium double layers and linear electrokinetics in charged electrolytes

Prerequisites

  • Required: multivariable calculus and ordinary differential equations
  • Recommended: undergraduate-level exposure to partial differential equations, heat and mass transfer, and fluid dynamics; and modules listed on the About Pages.

Meet your instructors

  • Featured image for Martin Bazant
    Professor of Chemical Engineering & Mathematics
  • Featured image for Joey Gu
    Lecturer & Digital Learning Scientist in Chemical Engineering

Who can take this course?

Because of U.S. Office of Foreign Assets Control (OFAC) restrictions and other U.S. federal regulations, learners residing in one or more of the following countries or regions will not be able to register for this course: Iran, Cuba, Syria, North Korea and the Crimea, Donetsk People's Republic and Luhansk People's Republic regions of Ukraine.