Essential Numerical Methods
Introduces computational methods for solving physical problems in nuclear applications. Ordinary and partial differential equations for particle orbit, and fluid, field, and particle conservation problems; their representation and solution by finite difference numerical approximations. Iterative matrix inversion methods. Stability, convergence, accuracy and statistics. Particle representations of Boltzmann's equation and methods of solution such as Monte-Carlo and particle-in-cell techniques.
Fall 2014
This half-semester course introduces computational methods for solving physical problems, especially in nuclear applications. The course covers ordinary and partial differential equations for particle orbit, and fluid, field, and particle conservation problems; their representation and solution by finite difference numerical approximations; iterative matrix inversion methods; stability, convergence, accuracy and statistics; and particle representations of Boltzmann's equation and methods of solution such as Monte-Carlo and particle-in-cell techniques.
Readings
- Press, W. H., B. P. Flannery, et al. Numerical Recipes . Cambridge University Press, 1989. ISBN: 9780521383301. · This is an outstanding, readable, and practical introduction to numerical methods in science and engineering. It covers more than this course, but is the number one book recommendation.
- Nakamura, Shoichi. Computational Methods in Engineering and Science with applications to Fluid Dynamics and Nuclear Systems . John Wiley & Sons Inc, 1977. ISBN: 9780471018001. · This book covers numerical methods in the nuclear reactor context, and therefore has some useful specialist topics. However, its mathematics is not, in my opinion, clearly written, and it is hard to learn from because of it.
- Smith, G. D. Numerical Solution of Partial Differential Equations . Clarendon Press, 1965.
- Forsythe, George E., and Wolfgang R. Wasow. Finite Difference Methods for Partial Differential Equations . Literary Licensing, 2013. ISBN: 9781258664152.
- Mitchell, A. R., and D. F. Griffiths. The Finite Difference Method in Partial Differential Equations . Wiley-Blackwell, 1980. ISBN: 9780471276418.
Prerequisites & course information
Prereq: 12.010 or permission of instructor G (Spring; first half of term) Not offered regularly; consult department 2-0-4 units Can be repeated for credit.
Sources
- Course catalogue ↗2026–2027
- MIT OpenCourseWare ↗Fall 2014
- MIT OCW syllabus ↗
- Historical MIT OpenCourseWare offering. Named reading entries and schedule topics are automatically extracted from the linked source pages.