AMALEA Meeting
from
Monday 2 December 2019 (13:00)
to
Tuesday 3 December 2019 (13:00)
Monday 2 December 2019
13:00
Introduction and Workshop Goals
-
Frank Gaede
(
DESY
)
Introduction and Workshop Goals
Frank Gaede
(
DESY
)
13:00 - 13:20
Room: Seminarraum 304 (Geb 3)
13:30
Machine Learning in the CMS Experiment
-
Dirk Kruecker
(
DESY
)
Machine Learning in the CMS Experiment
Dirk Kruecker
(
DESY
)
13:30 - 13:55
Room: Seminarraum 304 (Geb 3)
14:00
Application of ML in Accelerator Research
-
Ilya Agapov
(
DESY
)
Application of ML in Accelerator Research
Ilya Agapov
(
DESY
)
14:00 - 14:25
Room: Seminarraum 304 (Geb 3)
14:30
ML applications at Institute of Radiation Physics @ HZDR
-
Heide Meißner
(
Helmholtz-Zentrum Dresden-Rossendorf
)
ML applications at Institute of Radiation Physics @ HZDR
Heide Meißner
(
Helmholtz-Zentrum Dresden-Rossendorf
)
14:30 - 14:55
Room: Seminarraum 304 (Geb 3)
15:00
Convolutional Neural Networks for electron microscopy tomography
-
Philipp Heuser
(
DESY
)
Convolutional Neural Networks for electron microscopy tomography
Philipp Heuser
(
DESY
)
15:00 - 15:25
Room: Seminarraum 304 (Geb 3)
15:30
Coffe Break
Coffe Break
15:30 - 16:00
Room: Seminarraum 304 (Geb 3)
16:00
ML tools at BESSY II
-
Luis Vera Ramirez
(
Helmholtz-Zentrum Berlin
)
ML tools at BESSY II
Luis Vera Ramirez
(
Helmholtz-Zentrum Berlin
)
16:00 - 16:20
Room: Seminarraum 304 (Geb 3)
16:25
Classification for Single Particle Imaging
-
Alexandr Ignatenko
(
DESY
)
Classification for Single Particle Imaging
Alexandr Ignatenko
(
DESY
)
16:25 - 16:45
Room: Seminarraum 304 (Geb 3)
16:50
discussion and overflow
discussion and overflow
16:50 - 17:15
Room: Seminarraum 304 (Geb 3)
Tuesday 3 December 2019
09:00
ML and Surrogate models
-
Nico Hoffmann
(
HZDR
)
ML and Surrogate models
Nico Hoffmann
(
HZDR
)
09:00 - 09:20
Room: Seminarraum 304 (Geb 3)
09:30
Machine Learning Applications at KARA, KIT
-
Tobias Boltz
(
KIT
)
Machine Learning Applications at KARA, KIT
Tobias Boltz
(
KIT
)
09:30 - 09:50
Room: Seminarraum 304 (Geb 3)
10:05
Fast Shower Simulation w/ GANs and VAEs
-
Engin Eren
(
DESY
)
Fast Shower Simulation w/ GANs and VAEs
Engin Eren
(
DESY
)
10:05 - 10:25
Room: Seminarraum 304 (Geb 3)
10:30
Coffee Break
Coffee Break
10:30 - 11:00
Room: Seminarraum 304 (Geb 3)
11:05
ML for FEL scattering experiments
-
Alireza Sadri
(
DESY
)
ML for FEL scattering experiments
Alireza Sadri
(
DESY
)
11:05 - 11:25
Room: Seminarraum 304 (Geb 3)
11:35
ML for Petra
-
Andrei Ivanov
ML for Petra
Andrei Ivanov
11:35 - 11:55
Room: Seminarraum 304 (Geb 3)
12:00
discussion and overflow
discussion and overflow
12:00 - 13:00
Room: Seminarraum 304 (Geb 3)