Difference between revisions of "CHEM-6111"

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m (→‎Data Acquisition (Labview, 3 weeks))
m (→‎Basic Data Analysis (Igor, 6 weeks))
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** Taylor Ch. 5
 
** Taylor Ch. 5
 
* Distributions  
 
* Distributions  
−
** Taylor Ch. 5 (normal), 10 (binomial), 11 (Poisson)
+
** Gaussian (normal): Taylor Ch. 5  
 +
** Binomial: Taylor Ch. 10
 +
** Poisson: Taylor Ch. 11
 +
*** Derivation of the Poisson distribution from the binomial distribution: [http://www.khanacademy.org/math/statistics/v/poisson-process-1 Kahn Academy - Part 1], [http://www.khanacademy.org/math/statistics/v/poisson-process-2 Kahn Academy  - Part 2]
 
** [http://cires.colorado.edu/jimenez-group/Chem-6111/LectureNotes/Chem6111_Fa12_091812_Normal_Binomial_Dist.pdf Lecture Notes: Normal and Binomial Distributions]
 
** [http://cires.colorado.edu/jimenez-group/Chem-6111/LectureNotes/Chem6111_Fa12_091812_Normal_Binomial_Dist.pdf Lecture Notes: Normal and Binomial Distributions]
 
*'''[https://docs.google.com/document/pub?id=1JkJYMauwMhNbOx0HBFrgGLoM6h-psOjJ2xB7kFCdoEU Homework 3]''', due Thursday, Sept. 27 at the beginning of class, in the d2l dropbox
 
*'''[https://docs.google.com/document/pub?id=1JkJYMauwMhNbOx0HBFrgGLoM6h-psOjJ2xB7kFCdoEU Homework 3]''', due Thursday, Sept. 27 at the beginning of class, in the d2l dropbox

Revision as of 16:51, 25 September 2012

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
  • Course Syllabus
  • Required Texts
    • Taylor, Error Analysis, 2nd. Ed., 1997. ISBN: 093570275X, on reserve at Norlin
    • Press, Teukolsky, Vetterling, and Flannery, Numerical Recipes
    • Allen and Tildesley, Computer Simulation of Liquids, 1987. Selections will be posted here.

Tentative Assignment Dates

All assignments are due at the start of class. All homeworks will include electronic submission of an Igor experiment file, and some may also include submission of written material in class.

  • HW 1: Tuesday, 9/11/2012
  • HW 2: Thursday, 9/27/2012
  • HW 3: Tuesday, 10/16/2012
  • Midterm Exam: 10/18/2012 (in class), on all of the "basic" techniques below
  • HW 4: Tuesday, 11/6/2012
  • HW 5: Thursday, 11/29/2012
  • HW 6: Friday, 12/14/2012
  • Final Exam: 12/19/2012, 1:30-4 pm, cumulative, with emphasis on the latter half of the course; location TBD

Lectures, Reading, and Homework

Introduction to computer graphing, functions and programming (Igor, 2 weeks)

  • Homework Igor Resources
    • Igor Homework Template
      • Please use this for all of your homeworks! Open it when you start each homework. When you're ready to save your experiment, it will ask you to save in the regular experiment format, .pxp (packed experiment). Do save it that way. Don't overwrite the template file!
    • Igor Programming Conventions
      • Save this file, then open it on your computer. It will load into Igor (.ipf is Igor Procedure File).
  • Homework 1, due Thursday, Sept. 6 at the beginning of class, in the d2l dropbox.

Basic Data Analysis (Igor, 6 weeks)

  • Reading for Tues, 9/4/12: Taylor Ch. 1-4 (emphasis on 3 & 4)

Advanced Data Analysis (Igor, 4 weeks)

  • Numerical solution of ODEs
    • NR Ch. 17 (Runge-Kutta)
  • convolution
    • NR Ch. 13.1
  • Montecarlo simulations
    • Allen Ch. 4, 7.3
    • NR Ch. 7.3, 7,7, 7.9, 15.8
  • Positive Matrix Factorization
  • Frequency analysis and FFT
    • Allen Ch. 6.3, 6.5
    • NR Ch. 12, 13

Data Acquisition (Labview, 3 weeks)

  • Fundamentals of data acquisition
  • Data I/O, parsing of text files, write to file etc.
  • Labview: introduction and programming

Additional Resources

  • Additional Texts
    • Building Scientific Apparatus (Moore, Davis, and Coplan)
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