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Physics 20: Introduction to Tools of Scientific Computing

Course Description

  • 6 units (0-6-0)
  • Prerequisites: CS 1 or equivalent experience with computers
  • Offered first, second and third terms
  • Ground rules

Topics covered

  • Introduction to tools for scientific computing. Introduction to python. Programming of numerical methods with applications to problems in classical mechanics. Numerical integration, root-finding, and numerical simulation of differential equations of motion. Use of Mathematica for numerical work. Unix tools including version control and makefiles.

Reading and assignments

Assignments and reading lists are posted here.

Due dates may be changed by TAs

Week of... Reading list Assignment Due date
April 1 2019 See wiki 20.1: Introduction to Python Apr 12
Apr 8 See wiki 20.2: Introduction to Numerical Techniques Apr 19
Apr 15 See wiki 20.3: Numerical Techniques (cont): Differential Equations May 3
Apr 29 See wiki 20.4: Unix Tools: Shell, Version Control, Makefiles, Python Installations May 17
May 13 See wiki 20.5: Introduction to Symbolic Computing in Mathematica May 24
May 20 See wiki 20.6: Numerical Computation in Mathematica May 31
May 27 20.7: Linear and nonlinear regression Jun 7

All assignments are due by 11:59pm on due date unless otherwise specified

Resources

People

Lab Manager: Chris Mach 103-33, x2299 cmach{at}alice{dot}caltech{dot}edu
Professor: Alan Weinstein ajw{at}caltech{dot}edu
Teaching Assistant: Mike Grudić mgrudich{at}caltech{dot}edu
Teaching Assistant: Xuejian (Jacob) Shen xshen{at}caltech{dot}edu

Sections

Tuesday 2:30-5:30 PM Xuejian (Jacob) Shen
Thursday 2-5 PM Mike Grudić

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