Benjamin Peherstorfer
EPFL SB MATH CMATD
MA C2 657 (Bâtiment MA)
Station 8
1015 Lausanne
+41 21 693 98 79
EPFL › SB › SB-SMA › SMA-ENS
Website: https://sma.epfl.ch/
Teaching & PhD
Courses
Advanced numerical analysis I
MATH-250
Construction and analysis of numerical methods for the solution of problems from linear algebra, integration, approximation, and differentiation.
Intrusive and non-intrusive model reduction
MATH-537
Intrusive and non-intrusive model reduction for parametrized partial differential equations and dynamical systems
Scientific machine learning
MATH-507
This course covers topics of scientific machine learning. Part I focuses on sequential-in-time training of nonlinear parametrizations for numerically solving partial differential equations. Part II treats generative modeling of physical processes. This is a project-based course.