Yizhou Xu
+41 21 695 57 93
EPFL › SB › IPHYS › IDEPHICS2
Website: https://www.epfl.ch/labs/idephics/
+41 21 695 57 93
Office:
BSP 531
EPFL › SB › IPHYS › SPOC1
Website: https://www.epfl.ch/labs/spoc/
+41 21 695 57 93
EPFL › IC › IINFCOM › SPOC2
Teaching & PhD
Courses
Data sciences
PHYS-231
This course introduces tools for data analysis in physics: numerical linear algebra, regression, dimensionality reduction, probability, statistics, uncertainty quantification, random walks, Monte Carlo methods and phase transitions, with Python exercises.