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Analysis Ecosystem Workshop II
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Auditorium Joliot Curie (IJCLab)
Auditorium Joliot Curie
IJCLab
Laboratoire de Physique des 2 infinis Irène Joliot-Curie – IJCLab
Building 100A
15 rue Georges Clémenceau, 91405 Orsay
France
(access to the auditorium is from the parking area)
Description
As part of the search for Beyond the Standard Model physics, an array of next generation particle, nuclear and astroparticle experiments are under construction by global collaborations worldwide. These include the High-Luminosity Large Hadron Collider (HL-LHC) at CERN, the Deep Underground Neutrino Experiment (DUNE) at Fermilab, the Electron Ion Collider (EIC) at Brookhaven National Laboratory, the Facility for Antiproton and Ion Research at GSI, and many others.
These experiments are massive data generators and the cutting edge data science challenges are significant. For example, the HL-LHC experiments are expected to produce exabytes of science data each year. Discoveries require analyzing these huge data volumes and understanding extremely complex instruments, with ever more sophisticated algorithms. The development of highly performant data analysis systems that reduce "time-to-insight" and maximize physics potential is crucial. This involves the continued innovation by existing community tools like ROOT, new cutting-edge data science tools, the development of dedicated analysis facilities, advanced machine learning and entirely new routes to explore, such as differentiable programming.
It has been five years since the first Analysis Ecosystems Workshop organised by the HSF in 2017. Since that time many changes have happened, with the advent of new projects, tools, and data formats, intense activity and progress in established projects. Still, the challenge of efficient analysis for the HL-LHC era is not yet solved and so the HSF and IRIS-HEP, together with IJCLab, are organising the Second Analysis Ecosystems Workshop.
Topics for the workshop will include, amongst others:
- Analysis Facilities
- ML tools and differentiable computing workflows
- “Real-time” trigger-level analysis
- Analysis User Experience and Declarative Languages
- Analysis on reduced formats or specialist inputs
- Bookkeeping and systematics handling
As a workshop, there will be limited presentations, lots of time for discussion and a written outcome that summarises the workshop’s conclusions and points the way forward.
Organisers:
- Alexander Held
- Allison Reinsvold Hall
- Eduardo Rodrigues
- Elizabeth Sexton-Kennedy
- Giulio Eulisse
- Gordon Watts
- Graeme A Stewart
- Jana Schaarschmidt
- Jim Pivarski
- Jonas Rembser
- Loukas Gouskos
- Lukas Heinrich
- Michel Jouvin
- Mike Sokoloff
- Nathan Simpson
- Nicole Skidmore
- Oksana Shadura
- Paul Laycock
- Pere Mato Vila
- Peter Elmer
- Stephan Hageboeck
- Teng Jian Koo
Participants
Ahmed Foda
Akram Khan
Alessandra Forti
Alexander Held
Alexei Klimentov
Allison Reinsvold Hall
Aman Desai
Aman Goel
Andrea Sciabà
Andrzej Novak
Anish Biswas
Antoine Perus
Antonio Delgado Peris
Antonio Perez-Calero Yzquierdo
Axel Naumann
Ayanabha Das
Baidyanath Kundu
Bartosz Sobol
Benjamin Galewsky
Brian Le
Bryan Cardwell
Caterina Doglioni
Christine Ploen
Conor Fitzpatrick
Daniel Charles Craik
David Chamont
David Jenkins
David Lange
David Martin Koch
David Rousseau
Dirk Duellmann
Doug Benjamin
Edmund Xiang Lin Ting
Eduardo Rodrigues
Efe Yazgan
Elizabeth Sexton-Kennedy
Engin Eren
Enric Tejedor Saavedra
Enrico Guiraud
Eric Christian Lancon
Eric Fede
Eric Grancher
Evangelos Kourlitis
Gagik Gavalian
Garima Singh
Giles Chatham Strong
Gokhan Unel
Gonzalo Merino Arevalo
Gordon Watts
Graeme A Stewart
Grigori Rybkin
Henry Fredrick Schreiner
Ianna Osborne
Jackson Carl Burzynski
Jakob Blomer
James Catmore
Jana Schaarschmidt
Janina Nicolini
Jay Ajitbhai Sandesara
Jaydip Singh
Jeremiah Juevesano
Jim Pivarski
Johannes Lange
Jonas Eschle
Jonas Rembser
Jose Flix Molina
Jose Hernandez
Julius Hrivnac
Kanhaiya Gupta
Kilian Lieret
Laurent Duflot
Lindsey Gray
Loukas Gouskos
Lukas Alexander Heinrich
Luke Kreczko
Mario Lassnig
Mark Waterlaat
Markus Schulz
Martin Børstad Eriksen
Mason Proffitt
Matteo Barbetti
Matthew Feickert
Miaoyuan Liu
Michael David Sokoloff
Michel Hernandez Villanueva
Michel Jouvin
Mohamed Aly
munera alrashed
Nathan Daniel Simpson
Nick Manganelli
Nick Smith
Nicole Skidmore
Nikolai Hartmann
Nils Erik Krumnack
Oksana Shadura
Patrick Koppenburg
Paul James Laycock
Pere Mato Vila
Peter Elmer
Philipp Windischhofer
Philippe Canal
Qichen Dong
Raul Rabadan
Remco de Boer
Robert William Gardner Jr
Sayanta Neogi
Sean Joseph Gasiorowski
Sezen Sekmen
Simone Campana
Snehankit Pattnaik
Stephan Hageboeck
Sviatoslav Bilokin
Swapnesh Khade
Tal van Daalen
Teng Jian Khoo
Thomas Kuhr
Thomas McCauley
Tibor Simko
Tomas Dado
Vassil Vasilev
Vrinda Vrinda
Waleed Esmail
Wouter Deconinck
Xuan Li
Zhiwen Zhao
