EF3 – Model-Based Imaging

Project

EF3-4

Physics-regularized learning

Project Heads

Carsten Gräser, Ralf Kornhuber, Christof Schütte

Project Members

Prem Anand Alathur Srinivasan (FU) 

Project Duration

01.01.2019 – 31.12.2021

Located at

FU Berlin

Description

This methodologically oriented project is devoted to the development and numerical analysis of learning algorithms for (typically large) data sets exploiting a priori knowledge in terms of an auxiliary physical model formulated as partial differential equation.

Project Webpages               http://www.mi.fu-berlin.de/en/math/groups/ag-numerik/projects/EF3-4/index.html

Selected Publications          

Gräser, C. and Alathur Srinivasan, P. A. (2020)  Error bounds for PDE-regularized learning.arXiv:2003.06524 . pp. 1-20. (Submitted)

Selected Pictures

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