2020 EIROforum Workshop: Big data - from acquisition to data mining

Name: 2020 EIROforum Workshop: Big data - from acquisition to data mining
Start: 2020-10-26T12:00:00+01:00
End: 2020-10-29T17:30:00+01:00
Location: Online

26 Oct 2020, 12:00 → 29 Oct 2020, 17:30 Europe/Zurich

Online

Description

The 2020 EIROforum Topical Workshop on Big data, organised by the Instrumentation Working Group, will be held from 26th-29th October 2020.

The workshop will be hosted by ESO, but due to the current situation, will be held as an online event.

Credit: ESO/S. Lowery

Participants

310 View full list

Monday 26 October
- 1
  
  Welcome
  
  Speakers: Sebastian Egner (European Southern Observatory (ESO)), Thibaut Prod'homme (European Space Agency)
- 2
  
  Logistics
  
  Speaker: Sebastian Egner (European Southern Observatory (ESO))
- 3
  
  ESA Big Data Overview Talk
  
  Speaker: Bianca Hoersch (ESA) (ESA)
  
  Hoersch_EIROForum_2020.pdf
- 4
  
  Session #1: Data Analysis
  
  Speaker: Sebastian Egner (European Southern Observatory (ESO))
- 5
  
  Letting the data speak for itself
  
  Speaker: Nima Sedaghat (ESO) (ESO)
  
  Sedaghat_EIROForum_2020.pdf
- 6
  
  From Mining to Modeling: Data Analytics in High Energy Physics
  
  Speaker: Axel Naumann (CERN) (CERN)
  
  Naumann_EIROForum_2020.pdf
- 15:40
  
  Coffee break
- 7
  
  Big data and AI applications for data analysis
  
  Speaker: Alberto di Meglio (CERN) (CERN)
  
  diMeglio_EIROForum_2020.pdf
- 8
  
  Session #2: Data Analysis
  
  Speaker: Paolo Mutti (Institut Laue-Langevin)
- 9
  
  ESA Datalabs for space science and GNSS
  
  Speaker: Vicente Navarro (ESA) (ESA)
  
  Navarro_EIROForum_2020.pdf
- 10
  
  Big data and the inference problem in thermonuclear fusion
  
  Speaker: Andrea Murari (EuroFusion) (EuroFusion)
  
  Murari_EIROForum_2020.pdf
- 17:25
  
  Coffee Break
Tuesday 27 October
- 11
  
  Data challenges at EuXFEL
  
  Speaker: Steffen Hauf (EuXFEL) (EuXFEL)
  
  Hauf_EIROForum_2020.pdf
- 12
  
  Session #3: Data Management
  
  Speaker: Markus Kuster (European XFEL GmbH)
- 13
  
  High performance and high capacity storage systems
  
  Speaker: Janusz Malka (EuXFEL) (EuXFEL)
  
  Malka_EIROForum_2020.pdf
- 14
  
  Development of an advanced data acquisition framework for 2D X-Ray Detectors
  
  Speakers: Aurelien Bideaud (ESRF) (ESRF), Samuel Debionne (ESRF) (ESRF)
  
  Bideaud_Debionne_EIROForum2020.pdf
- 15:00
  
  Coffee break
- 15
  
  Automatic identification of objects in HST images with machine learning
  
  Speaker: Bruno Merin (ESA) (ESA)
  
  Merin_EIROForum.pdf
- 16
  
  Session #5: Machine Learning
  
  Speaker: jean-claude BIASCI (ESRF)
- 17
  
  Data analysis approaches at EuXFEL
  
  Speaker: Philipp Schmitt (EuXFEL) (EuXFEL)
  
  Schmidt_EIROForum_2020.pdf
- 16:30
  
  Coffee Break
- 18
  
  Virtual Tour Paranal Observatory
  
  Speaker: Sebastian Egner (European Southern Observatory (ESO))
  
  Egner_EIROForum_2020.pdf
- 19
  
  Black Holes: Nobel Prize in Physics 2020
  
  Speaker: Julien Woillez (ESO) (ESO)
  
  Woillez_PhysicsNobelPrize2020.pdf
- 18:00
  
  Coffee Break
Wednesday 28 October
- 20
  
  Session #4: Data Management
  
  Speaker: Joao Figueiredo (EuroFusion)
- 21
  
  WLCG: an infrastructure for HEP computing
  
  Speaker: Simone Campana (CERN) (CERN)
  
  Campana_EIROforum_2020.pdf
- 22
  
  IT storage solutions for big data space missions
  
  Speaker: Ruben Alvarez (ESA) (ESA)
  
  Alvarez_EIROForum_2020.pdf
- 23
  
  Scientific data management for exascale experiments with Rucio
  
  Speaker: Mario Lassnig (CERN) (CERN)
  
  Lassnig_EIROForum_2020.pdf
- 15:00
  
  Coffee break
- 24
  
  Machine learning for the Sciences: from Causality Detection to Data Driven Theory
  
  Speaker: Andrea Murari (EuroFusion) (EuroFusion)
  
  Murari_EIROForum_2020.pdf
- 25
  
  Session #6: Machine Learning
  
  Speaker: Thibaut prod'Homme (ESA)
- 26
  
  The Paranal DataLab: first steps towards advanced system monitoring and maintenance schemes
  
  Speaker: Christian Stephan (ESO) (ESO)
  
  Stephan_EIROForum_2020.pdf
- 27
  
  Automatic instrument configuration using deep learning methods
  
  Speaker: Guanghan Song (ILL) (ILL)
  
  Song_EIROForum_2020.pdf
- 17:10
  
  Dinner Get-Together
Thursday 29 October
- 28
  
  Improve measurement strategy with AI: the ILL perspective
  
  Speaker: Paolo Mutti (ILL) (Institut Laue-Langevin)
  
  Mutti_EIROForum_2020.pdf
- 29
  
  Session #7: Machine Learning
  
  Speaker: Christian Joram (CERN)
- 30
  
  ELT PCS R&D – AO predictive control and calibration using ML techniques
  
  Speaker: Markus Kasper (ESO) (ESO)
  
  Kasper_EIROForum_2020.pdf
- 31
  
  Nowcasting the Optical Turbulence at Paranal Observatory
  
  Speaker: Fuyan Bian (ESO) (ESO)
  
  Bian_EIROForum_2020.pdf
- 14:50
  
  Coffee Break
- 32
  
  Predicting collapse: adaptive and transfer learning
  
  Speaker: Jesus Vega (EuroFusion) (EuroFusion)
  
  Vega_Murari_EIROForum_2020.pdf
- 33
  
  Session #8: Machine Learning
  
  Speaker: Sebastian Egner (European Southern Observatory (ESO))
- 34
  
  Mining the Southern Sky via the ESO Archive: Data-streams, cross matching, and forward look
  
  Speaker: Emanuele Paolo Farina (ESO) (ESO)
  
  Farina_EIROForum2020.pdf
- 35
  
  Discussion & Closing remarks
  
  Speakers: Sebastian Egner (European Southern Observatory (ESO)), Thibaut Prod'homme (European Space Agency)