Nov 26, 2024  
2022-2023 Catalog 
    
Catalog Navigation
  Publication Home
  About Harvey Mudd College
  Introduction
  Student Life
  Admission & Financial Aid
  Academic Program
  HMC Common Core
  Department of Biology
  Department of Chemistry
  Department of Computer Science
  Department of Engineering
  Department of Humanities, Social Sciences, and the Arts
  Department of Mathematics
  Department of Physics
  Interdisciplinary Majors
  Other Programs
  Study Abroad
  Programs of Study
  Course Descriptions
  Academic Policies
  General Policies
  Faculty
  Senior Administration
  Academic Calendar 2022-2023
  Archived Catalogs
HELP
2022-2023 Catalog [ARCHIVED PUBLICATION] Use the dropdown above to select the current catalog.

PHYS170X HM - Computational Physics

Credit(s): 3

Instructor(s): Sahakian

Description: A modern exposition to the subject of computational physics, drawing examples from various disciplines of physics and the sciences. The first part of this course covers classic algorithms for matrix manipulations, integration and exact numerical differentiation, finding roots and minimization, generating random numbers, Fourier transforms and spectral analysis, optimizing linear and non-linear systems, and Monte Carlo simulations. The second part of the course explores regular and stochastic differential equations, meta-programming and analytical techniques, machine learning techniques such as regressions and classifications, and neural networks. Students will use the Julia programming language throughout, but also explore analytical techniques using Mathematica. (Students may not take both PHYS170  HM and PHYS170X HM.)

Prerequisite(s): PHYS052 HM , PHYS064 HM , and PHYS111 HM