2.086 Numerical Computation for Mechanical Engineers, Spring 2012
This class introduces elementary programming concepts including variable types, data structures, and flow control. After an introduction to linear algebra and probability, it covers numerical methods relevant to mechanical engineering, including approximation (interpolation, least squares and statis...
| Main Authors: | , , |
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| Format: | Learning Object |
| Language: | en-US |
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2012
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| Online Access: | http://hdl.handle.net/1721.1/80350 |
| _version_ | 1826209947363311616 |
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| author | Patera, Anthony Penn, James Douglass Yano, Masayuki |
| author2 | Massachusetts Institute of Technology. Department of Mechanical Engineering |
| author_facet | Massachusetts Institute of Technology. Department of Mechanical Engineering Patera, Anthony Penn, James Douglass Yano, Masayuki |
| author_sort | Patera, Anthony |
| collection | MIT |
| description | This class introduces elementary programming concepts including variable types, data structures, and flow control. After an introduction to linear algebra and probability, it covers numerical methods relevant to mechanical engineering, including approximation (interpolation, least squares and statistical regression), integration, solution of linear and nonlinear equations, ordinary differential equations, and deterministic and probabilistic approaches. Examples are drawn from mechanical engineering disciplines, in particular from robotics, dynamics, and structural analysis. Assignments require MATLAB® programming. |
| first_indexed | 2024-09-23T14:36:47Z |
| format | Learning Object |
| id | mit-1721.1/80350 |
| institution | Massachusetts Institute of Technology |
| language | en-US |
| last_indexed | 2025-03-10T12:25:23Z |
| publishDate | 2012 |
| record_format | dspace |
| spelling | mit-1721.1/803502025-02-21T20:35:27Z 2.086 Numerical Computation for Mechanical Engineers, Spring 2012 Numerical Computation for Mechanical Engineers Patera, Anthony Penn, James Douglass Yano, Masayuki Massachusetts Institute of Technology. Department of Mechanical Engineering MATLAB numerical analysis programming physical modeling calculus linear algebra Monte Carlo Method differential equations nonlinear systems This class introduces elementary programming concepts including variable types, data structures, and flow control. After an introduction to linear algebra and probability, it covers numerical methods relevant to mechanical engineering, including approximation (interpolation, least squares and statistical regression), integration, solution of linear and nonlinear equations, ordinary differential equations, and deterministic and probabilistic approaches. Examples are drawn from mechanical engineering disciplines, in particular from robotics, dynamics, and structural analysis. Assignments require MATLAB® programming. 2012-06 Learning Object 2.086-Spring2012 local: 2.086 local: IMSCP-MD5-8fca9b834a4d67663c99f1426e5c3d80 http://hdl.handle.net/1721.1/80350 en-US Usage Restrictions: This site (c) Massachusetts Institute of Technology 2013. Content within individual courses is (c) by the individual authors unless otherwise noted. The Massachusetts Institute of Technology is providing this Work (as defined below) under the terms of this Creative Commons public license ("CCPL" or "license") unless otherwise noted. The Work is protected by copyright and/or other applicable law. Any use of the work other than as authorized under this license is prohibited. By exercising any of the rights to the Work provided here, You (as defined below) accept and agree to be bound by the terms of this license. The Licensor, the Massachusetts Institute of Technology, grants You the rights contained here in consideration of Your acceptance of such terms and conditions. Usage Restrictions: Attribution-NonCommercial-ShareAlike 3.0 Unported http://creativecommons.org/licenses/by-nc-sa/3.0/ text/html Spring 2012 |
| spellingShingle | MATLAB numerical analysis programming physical modeling calculus linear algebra Monte Carlo Method differential equations nonlinear systems Patera, Anthony Penn, James Douglass Yano, Masayuki 2.086 Numerical Computation for Mechanical Engineers, Spring 2012 |
| title | 2.086 Numerical Computation for Mechanical Engineers, Spring 2012 |
| title_full | 2.086 Numerical Computation for Mechanical Engineers, Spring 2012 |
| title_fullStr | 2.086 Numerical Computation for Mechanical Engineers, Spring 2012 |
| title_full_unstemmed | 2.086 Numerical Computation for Mechanical Engineers, Spring 2012 |
| title_short | 2.086 Numerical Computation for Mechanical Engineers, Spring 2012 |
| title_sort | 2 086 numerical computation for mechanical engineers spring 2012 |
| topic | MATLAB numerical analysis programming physical modeling calculus linear algebra Monte Carlo Method differential equations nonlinear systems |
| url | http://hdl.handle.net/1721.1/80350 |
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