Ayan Chakraborty: Deep neural network on PDEs

Machine Learning Seminar presentation

Topic: Deep neural network on PDEs

Speaker: Ayan Chakraborty, Faculty of Mathematics and Physics, Leibniz University Hannover

Time: Wednesday, 2021.12.08, 10:00 CET

How to join: Please contact Jakub Lengiewicz

Abstract:

In this seminar, we will focus on the connections of deep learning-based approximation methods for partial differential equations (PDEs). We will briefly discuss the mathematical analysis of such deep learning-based approximation algorithms and demonstrate the design and the performance of such algorithms in the context of PDEs.

Additional material:

Presentation slides: https://legato-team.eu/wp-content/uploads/2021/12/Ayan-Chakraborty-Deep-neural-network-on-PDEs.pdf