AP-Seminare

Information Field Theory: From Astronomical Imaging to Artificial IntelligenceONLINE ONLY

by Ensslin Torsten (Max-Planck-Institut für Astrophysik, Garching)

Europe/Berlin
Room 384 670 6358 (Zoom)

Room 384 670 6358

Zoom

https://gsi-fair.zoom.us/j/3846706358 Meeting-ID: 384 670 6358 by phone: +49 695 050 2596 Deutschland +49 69 7104 9922 Deutschland +49 30 5679 5800 Deutschland
Description

Turning the raw data of an instrument into high-fidelity pictures of the Universe is a central theme in astronomy. Information field theory (IFT) describes probabilistic image reconstruction from incomplete and noisy data exploiting all available information. Astronomical applications of IFT are galactic tomography, gamma- and radio- astronomical imaging, and the analysis of cosmic microwave background data. This talk introduces into the basic ideas of IFT, highlights its astronomical applications, and explains its relation with contemporary artificial intelligence.

Organized by

Manuel Vogel - Atomic Physics Department