AMALEA Meeting

2 Dec 2019, 13:00 → 3 Dec 2019, 13:00 Europe/Berlin

Seminarraum 304 (Geb 3) (DESY, Hamburg)

To join the meeting from remote follow this link:

https://vidyoportal.cern.ch/join/EASp9Z6WeyuJ

phone: http://information-technology.web.cern.ch/services/fe/howto/users-join-vidyo-meeting-phone and enter the meeting extension 1010670691 in order to join. Note: Agenda is still preliminary - talks might be shifted

Campus Map Campus Map

Monday 2 December

1 Introduction and Workshop Goals

Speaker: Frank Gaede (DESY)

Slides Amalea_f2f_intro.pdf

2 Machine Learning in the CMS Experiment

Speaker: Dr Dirk Kruecker (DESY)

Slides amalea.pdf

3 Application of ML in Accelerator Research

Speaker: Ilya Agapov (DESY)

Slides AMALEA_ML_Accelerators.pptx

4 ML applications at Institute of Radiation Physics @ HZDR

Speaker: Heide Meißner (Helmholtz-Zentrum Dresden-Rossendorf)

Slides F2FMeetingAmaleaMeissner.pdf

5 Convolutional Neural Networks for electron microscopy tomography

Speaker: Dr Philipp Heuser (DESY)

Slides Amalea_Heuser_19.pdf

15:30 Coffe Break

6 ML tools at BESSY II

Speaker: Mr Luis Vera Ramirez (Helmholtz-Zentrum Berlin)

Slides 20191202_Vera_AMALEA_Meeting.pdf

7 Classification for Single Particle Imaging

Speaker: Dr Alexandr Ignatenko (DESY)

Slides Ignatenko_AMALEA_2019-12-02.pdf

8 discussion and overflow

Tuesday 3 December

9 ML and Surrogate models

Speaker: Nico Hoffmann (HZDR)

10 Machine Learning Applications at KARA, KIT

Speaker: Mr Tobias Boltz (KIT)

Slides Machine_Learning_Applications_at_KARA,_KIT.pdf

11 Fast Shower Simulation w/ GANs and VAEs

Speaker: Mr Engin Eren (DESY)

Slides amalea-RT.pdf

10:30 Coffee Break

12 ML for FEL scattering experiments

Speaker: Dr Alireza Sadri (DESY)

Slides AlirezaTalkAMALEAFace2Face.pptx

13 ML for Petra

Speaker: Andrei Ivanov

Slides [Ivanov,_Andrei]_AMALEA_Dec_2019.pptx

14 discussion and overflow