DAEDALUS Winter School on “Machine Learning meets Numerical Analysis of PDEs”

We would like to cordially invite you to attend our first DAEDALUS Winter School on “Machine Learning meets Numerical Analysis of PDEs”. DAEDALUS is a graduate school on “Differential Equations and Data driven Models in Life Sciences and Fluid Dynamics in Berlin.

DAEDALUS winter school will  take place from December 02 - 06, 2019 at Seehotel Zeuthen.

During the winter school we aim to provide an introduction to deep learning and its application to partial differential equations. In fact, the area of numerical analysis of PDEs is currently starting to experience a paradigm shift, and this winter school shall also serve as an overview of current results and trends. Besides theoretical considerations, also applications, for instance, to Life Sciences will be discussed.

Topic: ‘Machine Learning meets Numerical Analysis of PDEs’

Speaker and topics:

Prof. Dr. Markus Bachmayr (Johannes Gutenberg-Universität Mainz) –
'Adaptive Sparse and Low-Rank Approximations for High-Dimensional Problems'

Prof. Dr. Arnulf Jentzen (ETH Zürich) - (to be announced)

Prof. Dr. Gitta Kutyniok (TU Berlin) – ‚Beating the Curse of
Dimensionality: A Theoretical Analysis of Deep Neural Networks and
Parametric PDEs’

Prof. Dr. Nathan Kutz (University of Washington) - 'Data-driven
discovery of governing equations and laws in engineering, physics and
biology'

Prof. Dr. Ivan Oseledets (Skoltech, Moscow) - (to be announced)

Prof. Dr. Philipp Petersen (Universität Wien) - 'A primer on
approximation theory of neural networks'

Prof. Dr. Tobias Schaeffter (PTB Berlin) – ‚Quantitative Magnetic
Resonance Imaging’

Prof. Dr. Reinhold Schneider (TU Berlin) - 'Hamilton Jacobi Bellman
Equation and Feedback Control of Partial Differential Equations'

Schedule (click here). Some speakers will also include practical parts, so it would be good to bring a laptop.
Further a poster session will take place, where the participants canpresent their work.

Venue of the school: Seehotel Zeuthen GmbH & Co. Betriebs KG,
Fontaneallee 27/28,15738 Zeuthen/Berlin

The entire costs for the winter school will be 698 € per person (378 €for the workshop including catering plus 320 € for 4 nights in the hotel(Dec 02.-06., 2019)). All costs would be directly invoiced by the hotel.
For booking the hotel needs a 'confirmation/declaration of assumption ofcost', if possible, and the billing address. Alternatively the hotel can be paid directly once upon arrival.

Further information: https://daedalus.berlin/event/daedalus-winter-school/