ACCLAIM Meeting 2021

14 Dec 2021, 12:45 → 15 Dec 2021, 13:00 Europe/Berlin

Building 1b, Seminar Room 4 a (DESY)

Frank Gaede (FTX (FTX Fachgruppe SFT)), Ilya Agapov (MPY (Beschleunigerphysik)), Matt Zepf (HIJ)

The meeting will be held fully online. Participants at DESY can join in SemR 4 a.

Join Zoom Meeting
https://desy.zoom.us/j/89383527356

Meeting ID: 893 8352 7356
Passcode: 757052

 

 

 

Tuesday 14 December

13:00 → 14:30 Day 1: Part 1

Convener: Matt Zepf (HIJ)

13:00 Introduction and Welcome

Speaker: Frank Gaede (FTX (FTX Fachgruppe SFT))

13:05 Forcing an AI to Create Labels for the Human Mind

Speaker: Gregor Hartmann (HZB)

13:35 Development of ML Tools for BESSY II Operation

Speaker: Luis Vera Ramirez (Helmholtz-Zentrum Berlin)

20211214_ACCLAIM_Report.pdf

14:05 Bayesian optimization of laser plasma accelerators

Speaker: Soeren Jalas (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))

BayesianOpt_ACCLAIM2021_Jalas.pdf

14:30 → 15:00 Coffee

15:00 → 17:00 Day 1: Part 2

Convener: Engin Eren (FLC (FTX Fachgruppe SFT))

15:00 Machine learning feedback for laser plasma accelerators

Speaker: Alexander Sävert (GSI Helmholtz Institut Jena)

Acclaim_211214_ASaevert.pdf

15:30 Accurate characterisation of high power laser beams for real time PIC simulations

Speaker: Xinhe Huang (HIJ)

Laser diagnostic.pdf

16:00 Advanced understanding of Laser-plasma acceleration by Machine Learning

Speaker: Nico Hoffmann (HZDR)

16:30 Surrogate Modeling of Ion Acceleration in the Near-Critical Density Regime with Invertible Neural Networks

Speaker: Thomas Miethlinger (Helmholtz-Zentrum Dresden-Rossendorf (HZDR); Computational Radiation Physics)

14_12_2021_ACCLAIM_tmiethlinger.pdf

19:30 → 21:30 Dinner - cancelled

Wednesday 15 December

09:00 → 10:30 Day 2: Part 1

Convener: Dirk Kruecker (CMS (CMS Fachgruppe Searches))

09:00 Angular and Energy conditioning for generative photon showers

Speaker: Peter McKeown (FTX (FTX Fachgruppe SFT))

Angular conditioning ACCLAIM 2021 final.pdf

09:30 Generative methods for hadron showers

Speaker: Engin Eren (FLC (FTX Fachgruppe SFT))

acclaimDec2021_eren.pdf

10:00 Fast simulation of the CMS HGCal with Generative Models

Speaker: Moritz Scham (CMS (CMS Fachgruppe Searches))

acclaim_handout.pdf

10:30 → 11:00 Coffee

11:00 → 13:00 Day 2: Part 2

Convener: Ilya Agapov (MPY (Beschleunigerphysik))

11:00 Report on GSI activities

Speaker: Adrian Oeftiger (GSI)

oeftiger_acclaim21meeting.pdf

11:10 Identification of Field Errors with Machine Learning Techniques

Speaker: Conrad Caliari (GSI)

IdentificationOfFieldErros.pdf

11:30 ML for on-line beam parameter control in PETRA III - PETRA IV

Speaker: Bianca Veglia (DESY)

Acclaim_meeting_BVeglia.pdf

11:55 Overview on ML for user facilities

Speaker: Jan Kaiser (DESY)

20211214 ACCLAIM Overview on Machine Learning for User Facilities.pdf

12:20 Machine Learning Activities for Particle Accelerators at KIT

Speaker: Andrea Santamaria (KIT)

2021-12-14_ACCLAIM_KIT.pdf

12:30 Intelligent Beam diagnostics instrumentation at KIT

Speaker: Michele Caselle (KIT)

ACCLAIM_Caselle_2021_Dec.pdf

12:45 Machine Learning on Hardware for Accelerators

Speaker: Luca Scomparin (KIT)

[20211215]_AcclaimAnnualMeetin_LucaScomparin.pdf

12:55 Closeout