Chih-Jen Shih: Katalogdaten im Herbstsemester 2019

NameHerr Prof. Dr. Chih-Jen Shih
LehrgebietTechnische Chemie
Adresse
Professur für Technische Chemie
ETH Zürich, HCI F 137
Vladimir-Prelog-Weg 1-5/10
8093 Zürich
SWITZERLAND
Telefon+41 44 633 42 40
E-Mailchih-jen.shih@chem.ethz.ch
DepartementChemie und Angewandte Biowissenschaften
BeziehungAusserordentlicher Professor

NummerTitelECTSUmfangDozierende
401-0675-00LStatistical and Numerical Methods for Chemical Engineers3 KP2V + 2UR. Käppeli, P. Müller, C.‑J. Shih, M. Sokolov
KurzbeschreibungThis course covers common numerical algorithms and statistical methods used by chemical engineers to solve typical problems arising in industrial and research practice.
LernzielThis course covers common numerical algorithms and statistical methods used by chemical engineers to solve typical problems arising in industrial and research practice. The focus is on application of these algorithms to real world problems, while the underlying mathematical principles are also explained. The MATLAB environment is adopted to integrate computation, visualization and programming.
InhaltTopics covered:

Part I: Numerical Methods:
- Interpolation & Numerical Calculus
- Non-linear Equations
- Ordinary Differential Equations
- Partial Differential Equations
- Linear and Non-linear Least Squares

Part II: Statistical Methods:
- Data analysis and regression methods
- Statistical experimental design
- Multivariate analysis of spectra
SkriptFor the numerics part, see http://www.sam.math.ethz.ch/~karoger/numci/2019/

For the statistics part, see http://stat.ethz.ch/lectures/as19/statistical-numerical-methods.php
LiteraturRecommended reading:
1) U. Ascher and C. Greif, A First Course in Numerical Methods, SIAM, Philadelphia, 2011
2) K. J. Beers, Numerical Methods for Chemical Engineering : Applications in MATLAB, Cambridge : Cambridge University Press, 2006
3) W. H. Press, S. A. Teukolsky, W. T. Vetterling, B. P. Flannery, Numerical Recipes, Cambridge University Press
4) W. A. Stahel, Statistische Datenanalyse, Vieweg, 4th edition 2002