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.