Name: ErUM-Data Workshop on Inverse Problems
Start: 2023-12-05T08:30:00+01:00
End: 2023-12-06T18:00:00+01:00
Location: Campus Garching

ErUM-Data Workshop on Inverse Problems

from Tuesday 5 December 2023 (08:30) to Wednesday 6 December 2023 (18:00)

Monday 4 December 2023
Tuesday 5 December 2023

08:30 Coffee
Coffee
08:30 - 09:30
Room: Room E.0.11.

09:30

09:30 - 09:50
Room: Room E.0.11.
09:50 Diffusion and State Space Models (Chair Vincent Eberle)
Diffusion and State Space Models (Chair Vincent Eberle)
09:50 - 11:20
Room: Room E.0.11.
Contributions

09:50 Invited Talk: Niels Thürey (TUM): Diffusion models

10:50 Out-of-Distribution Multi-set Generation with Context Extrapolation for Amortized Simulation and Inverse Problems - Hosein Hashemi (BELLE (BELLE II Experiment))
11:20 Coffee
Coffee
11:20 - 11:40
Room: Room E.0.11.
11:40 Tomography (Chair Margret Westerkamp)
Tomography (Chair Margret Westerkamp)
11:40 - 13:15
Room: Room E.0.11.
Contributions

11:45 Invited Talk: Jonas Kreidelmeyer (CFEL, 4D-KI-track): Multi-detector 3D reconstruction for Xray-Fluorescence Imaging

12:45 KI4D4E: An AI-based framework for the visualization and evaluation of 4D tomography data for beamline end-users - Tak Ming Wong (Helmholtz-Zentrum Hereon)
13:15 Lunch
Lunch
13:15 - 14:15
Room: Room E.0.11.
14:30 Photons and Neutrons
Photons and Neutrons
14:30 - 16:00
Room: Room E.0.11.
Contributions

14:30 Invited Talk: Frank Schreiber - Machine Learning for Surface Scattering - Frank Schreiber (Universität Tübingen)

15:30 Transformer based full parameter fitting of Neutron Scattering Experiments - Paul Weimer (TUM, FRM II)
16:00 Coffee
Coffee
16:00 - 16:30
Room: Room E.0.11.
16:30 Photons and Neutrons
Photons and Neutrons
16:30 - 18:00
Room: Room E.0.11.
Contributions

16:30 X-ray and neutron scattering data for machine learning of invertible neural networks - Julian Eliah Heger (Technical University of Munich, TUM School of Natural Sciences, Department of Physics, Chair for Functional Materials)

17:00 Optimizing synchrotron radiation based microtomography experiments - Thomas Jentschke (Hereon (Helmholtz-Zentrum Hereon))

17:30 Enabling online phase retrieval for in-situ and operando x-ray imaging - Andre Lopes Marinho (FS-PS (Photon Science)) Johannes Hagemann (FS-PETRA (PETRA III))
19:30

19:30 - 21:30
Room: Room E.0.11.
Wednesday 6 December 2023

08:00 Coffee
Coffee
08:00 - 09:00
Room: Room E.0.11.
09:00 Imaging
Imaging
09:00 - 11:00
Room: Room E.0.11.
Contributions

09:00 Invited Talk: Philipp Frank (MPA, ErUM-IFT): Signal reconstruction for fields

10:00 Bayesian radio interferometric imaging - Jakob Roth (Max Planck Institut for Astrophysics)

10:30 First spatio-spectral Bayesian imaging of SN1006 in Xray - Margret Westerkamp
11:00 Coffee
Coffee
11:00 - 11:30
Room: Room E.0.11.
11:30 Differential Programming and Inverse Problems
Differential Programming and Inverse Problems
11:30 - 13:00
Room: Room E.0.11.
Contributions

11:30 Invited Talk: Oliver Schulz (MPP): Differential and probabilistic programming - Oliver Schulz (MPI Munich)

12:30 Unfolding Atmospheric Neutrino Spectra - Tim Ruhe (TU Dortmund)
13:00 Lunch
Lunch
13:00 - 14:00
Room: Room E.0.11.

14:30

14:30 - 15:30
Room: Room E.0.11.

15:30 Coffee
Coffee
15:30 - 15:50
Room: Room E.0.11.
15:50 Recovering Component Relations
Recovering Component Relations
15:50 - 17:20
Room: Room E.0.11.
Contributions

15:50 Invited Talk: Daniel Boschmann (EvalSpek-ML): Disassembling linear combinations into their constituent parts - Daniel Boschmann (Helmut-Schmidt-Universität/ Bundeswehr Universität Hamburg)

16:50 Bayesian Causal Inference - Matteo Guardiani
17:20

17:20 - 17:30
Room: Room E.0.11.

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