Difference between revisions of "CHEM-6111"
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== CHEM 6111 - Special Topics - Data Analysis and Acquisition == | == CHEM 6111 - Special Topics - Data Analysis and Acquisition == | ||
| − | This 3-credit course will be offered by Dr. Ingrid Ulbrich (with assistance from Prof. Jose L. Jimenez) in Fall of 2012. It will be a required course for 1st year analytical chemistry students, and optional for others. | + | This 3-credit course will be offered by Dr. Ingrid Ulbrich (with assistance from Prof. Jose L. Jimenez) in Fall of 2012. It will be a required course for 1st year analytical chemistry students, and optional for others. |
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| + | == Course Information == | ||
| + | |||
| + | * Lectures: Tue & Thur 12:30 pm - 1:45 pm, Ekeley W166 | ||
| + | * Office Hours: TBD | ||
| + | * Required Texts | ||
| + | ** Taylor, ''Error Analysis'', 2nd. Ed., 1997. ISBN: 093570275X, on reserve at Norlin | ||
| + | ** Press, Teukolsky, Vetterling, and Flannery, ''Numerical Recipes'' | ||
| + | ***[http://www.nr.com/oldverswitcher.html 2nd. Ed. free online] You can read the version for any of the coding languages; we'll focus on the discussion, not the code. | ||
| + | ***[http://www.nr.com/aboutNR3electronic.html 3rd. Ed. available for purchase online] or book, 2007. ISBN 9780521884075, on reserve at Norlin. | ||
| + | ** Allen and Tildesley, ''Computer Simulation of Liquids'', 1987. ''Selections will be posted here.'' | ||
* Introduction to computer graphing, functions and programming (Igor, 2 weeks) | * Introduction to computer graphing, functions and programming (Igor, 2 weeks) | ||
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** Data acquisition problems brought by students from their research | ** Data acquisition problems brought by students from their research | ||
| − | * | + | * Additional Texts |
| − | + | ** Building Scientific Apparatus (Moore, Davis, and Coplan) | |
| − | ** Building Scientific Apparatus (Moore, Davis, and Coplan) | ||
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Revision as of 16:58, 17 August 2012
CHEM 6111 - Special Topics - Data Analysis and Acquisition
This 3-credit course will be offered by Dr. Ingrid Ulbrich (with assistance from Prof. Jose L. Jimenez) in Fall of 2012. It will be a required course for 1st year analytical chemistry students, and optional for others.
Course Information
- Lectures: Tue & Thur 12:30 pm - 1:45 pm, Ekeley W166
- Office Hours: TBD
- Required Texts
- Taylor, Error Analysis, 2nd. Ed., 1997. ISBN: 093570275X, on reserve at Norlin
- Press, Teukolsky, Vetterling, and Flannery, Numerical Recipes
- 2nd. Ed. free online You can read the version for any of the coding languages; we'll focus on the discussion, not the code.
- 3rd. Ed. available for purchase online or book, 2007. ISBN 9780521884075, on reserve at Norlin.
- Allen and Tildesley, Computer Simulation of Liquids, 1987. Selections will be posted here.
- Introduction to computer graphing, functions and programming (Igor, 2 weeks)
- Basic Data Analysis (Igor, 6 weeks)
- propagation of errors
- Basic analysis: interpolation, area integrals, multidimensional data handling
- Statistics: calculating statistical parameters, distributions, precision, uncertainty, ANOVAA
- Correlation and regressions (variants)
- centered (Pearson's) vs uncentered correlation
- vertical vs orthogonal distance regression
- squared vs absolute value errors for regression
- weighted vs unweighted regression
- boxcar and weighted smoothing
- Signal-to-noise, noise reducing measures, signal enhancing measures, numerical high pass filters, low pass filters etc.
- Fitting of custom functions
- Advanced Data Analysis (Igor, 4 weeks)
- Numerical solution of ODEs
- convolution (student request to IMU)
- Montecarlo simulations
- Positive Matrix Factorization
- Frequency analysis and FFT
- Data Acquisition (Labview, 3 weeks)
- Fundamentals of data acquisition
- Data I/O, parsing of text files, write to file etc.
- Labview: introduction and programming
- Data acquisition problems brought by students from their research
- Additional Texts
- Building Scientific Apparatus (Moore, Davis, and Coplan)
