Numbering Code	G-ENG09 5C212 LJ75	Year/Term	2022 ・ Second semester
Number of Credits	2	Course Type	Lecture
Target Year		Target Student
Language	Japanese	Day/Period	Tue.2
Instructor name	KAWAI JIYUN (Graduate School of Engineering Professor)
Outline and Purpose of the Course	Fourier transform of physical data, data processing such as smoothing, ISO standard of analysis, detection limit, and error will be discussed.
Course Goals	Learn how to obtain materials information from data measured for your graduate research.
Schedule and Contents	Central limit theorem (Cental limit theorem, generating functions, normal distribution, standard deviation)---2 Sampling and accuracy (Detection limit, ISO standard)---1 Smoothing (Least-squares method, Savitzky-Golay smoothing, peak separation)---1 Problem 1. Fourier transform (Fourier transform, convolution/deconvolution)---2 Problem 2. Entropy (Akaike's information criteria, spline function, Tsallis entropy)---2 Difference between heat and temperature (Laplace transform)---1 Canonical ensamble (Probability and Laplace transform)---1 Green function and density matrix (Aimilarity between Schroedinger equation and diffusion equation)---2 JIS and ISO standards---1 Materials informatics---1 Feedback---1
Evaluation Methods and Policy	Submission of reports.
Course Requirements	None
Study outside of Class (preparation and review)	Report problems are rather heavy.