International Hybrid Workshop on "Start-to-End Beamline Optimization for Synchrotron Radiation and Free-Electron Laser Facilities through Artificial Intelligence Approaches", 23-24 November 2022, DESY-Hamburg-Germany

23 Nov 2022, 09:00 → 24 Nov 2022, 17:30 Europe/Berlin

IHW Abstract Book.pdf

International Hybrid Workshop Poster.pdf

International Scientific Committee.pdf

Organizing Crew.pdf

The International GASOLINE Project.pdf

Wednesday 23 November

1 Welcome Speech

Speaker: Dr Kai Tiedtke

2 The GASOLINE Project Overview

Speaker: Dr Bora Ketenoglu (Ankara University)

3 Multiple Objective Evolutionary Algorithms for Synchrotron Radiation Optimization

Speaker: Dr Gazi Erkan Bostanci (Ankara University)

4 Optimizing KB-mirror Parameters in XRayTracer with Modified Genetic Algorithm

Optimizing the experiment setup manually cause prolongation in the time period of the experiment. Furthermore, as a result of increasing experimental studies, the time spend on beamline waiting lists in X-ray facilities will significantly extend. To solve these foreseen problems, it is crucial to optimize the experimental setups before the day of experiment. In this study, KB-mirror parameters was optimized with a modified genetic algorithm using XRayTracer simulation software and the performance results of this new algorithm are given. Considering that the results match with the theoretical expectation and the algorithm is more efficient than the existing ones, it is seen that this technique can also be used in more complex experimental setups.

Speaker: Mr Ali Can Canbay (Ankara University)

IHW Presentation_Ali Can Canbay.pdf

10:30 Coffee Break (10:30-10:45)

5 Generative Models for Fast Simulation of the Calorimeters in High Energy Physics

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

startToEnd-beamline_erenv1.pdf

6 Automatic serial femtosecond crystallography online data analysis with Bayesian optimization

Speaker: Danilo Enoque Ferreira de Lima (11:15-11:45) (European XFEL)

7 Closing Morning Session: Comments and Recommendations

12:00 Lunch

8 Alignment @ P04

Speaker: Mr Jörn Seltmann (P04 Beamline-PETRAIII)

9 A Comparative Review of X-ray Beamline Components Employed in SR and FEL Facilities Worldwide

Speaker: Merna Tanbkji

10 Data recognition and Beamline Automation

Speaker: Dr Wolfgang Caliebe

18:30 Workshop Dinner at DESY Bistro

Thursday 24 November

11 Computation Offloading Problem in Multi-Access Edge Computing

Speaker: Mr Faruk Coban (Ankara University)

12 Type IV Secretion System Effector Protein Prediction with Machine Learning Approaches

Speaker: Dr Koray Açıcı (Ankara University)

13 Parameter Optimization of Button Type BPM Using BIO Inspired Optimization Methods

Speaker: Dr Ayhan Aydın (Ankara University)

10:30 Coffee Break (10:30-10:45)

14 Machine Learning Methods for an Improved Evaluation of FEL Diagnostic Data

Speaker: Gesa Goetzke (FLASH)

15 Overview of the ML activities in the HIR^3X project

Speaker: Annika Eichler

16 Semantic Segmentation in Remote Sensing Images

Speaker: Dr Irem Ulku (Ankara University)

12:00 Lunch

17 Artificial Intelligence and Machine Learning Applications in X-ray Beamline Optimization for SR and FEL Facilities: A Brief Overview

Speaker: Mr Useme Seyh Saleh (13:30-14:00)

18 An Application of Artificial Intelligence Approach: Disease Detection

Speaker: Mr Ahmed Alzaidi

19 The ROCK-IT project for an automated in operando catalysis beamline at PETRA III

Speaker: Dr Hans-Christian Wille