2nd COMCHA School

24 nov. 2021 7:00 → 2 dic. 2021 19:15 Europe/Madrid

Arantza Oyanguren (IFIC- Valencia), Luca Fiorini (IFIC / U. Valencia)

Descripción

This is the second school on Computing Challenges for the HL-LHC era. It includes dedicated lectures on Artifical Intelgence and Machine Learning, and programming in new accelerator platforms such as GPUs and FPGAs. It also includes talks explaining the several strategies which are being adopted in different fields to cope with the computing challenges in the next decade.

The School has a fee of 100€ to be paid by bank transfer to the account indicated in the registration mail or in cash at the venue upon arrival. The number of participants is limited.

COMCHA local organizers:

Luca Fiorini
Arantza Oyanguren Campos
Jose Enrique García Navarro
Bryan Zaldivar

This school is supported by:

Participantes

Agustín Sánchez Losa
Andres Diaz-Pinto
Andres Renteria
Antonio Jesus Gomez Delegido
Carlos Vico Villalba
David Sanchez
Diego Mendoza Granada
Drona Vatsyayan
Enrique Valiente Moreno
Fernando Cornet-Gomez
Francisco Salesa
Izaac Sanderswood
Juan Herrero Garcia
Juan Rodrigo González Fernández
Lorenzo Varriale
Luca Fiorini
marta freire
Miguel Rebollo de Miguel
Paula Garcia Moreno
Petros Stefanou
Sergi Bernet Andrés
Varsha Senthilkumar
Victoria Sánchez Sebastián
Víctor Bresó Pla
Víctor Muñoz

miércoles, 24 noviembre
- 10:30 → 11:45
  
  Registration and Welcome to 2nd COMCHA School 1h 15m
- 11:45 → 12:00
  
  Introduction to the COMCHA School 15m
- 12:00 → 12:50
  
  ARTEMISA infraestructure at IFIC 50m
  
  Ponente: Jose Enrique Garcia Navarro (IFIC (Instituto de Fisica Corpuscular))
  
  AI_and_Artemisa.pdf
- 13:00 → 14:30
  
  Lunch 1h 30m
- 14:30 → 15:20
  
  Artificial Intelligence and Machine Learning: L1 50m
  
  Ponente: Bryan Zaldivar (CSIC IFIC)
- 15:20 → 16:20
  
  Artificial Intelligence and Machine Learning: L2 1h
  
  Ponente: Bryan Zaldivar (CSIC IFIC)
- 16:25 → 16:55
  
  Coffee break 30m
- 17:00 → 17:50
  
  Artificial Intelligence and Machine Learning: L3 50m
  
  Ponente: Bryan Zaldivar (CSIC IFIC)
- 17:50 → 18:40
  
  Artificial Intelligence and Machine Learning: L4 50m
  
  Ponente: Bryan Zaldivar (CSIC IFIC)
- 18:40 → 20:10
  
  Building challenge 1h 30m
jueves, 25 noviembre
- 9:50 → 10:45
  
  AI for Science conference: Morning session 1: 55m
  
  AI for Science conference
- 10:45 → 11:00
  
  Coffee break 15m
- 11:00 → 13:00
  
  AI for Science conference: Morning session 2 2h
  
  AI for Science
- 13:00 → 14:30
  
  Lunch 1h 30m
- 14:30 → 15:40
  
  AI for Science conference: Afternoon session 1 1h 10m
  
  AI for Science
viernes, 26 noviembre
- 10:00 → 10:45
  
  AI for Science conference: Morning session 1 45m
  
  AI for Science
- 10:45 → 11:00
  
  Coffee break 15m
- 11:00 → 13:00
  
  AI for Science conference: Morning session 2 2h
  
  AI for Science
- 13:00 → 14:30
  
  Lunch break 1h 30m
- 14:30 → 15:15
  
  AI for Science conference: Afternoon session 1 45m
  
  AI for Science
- 15:15 → 15:30
  
  Coffee break 15m
- 15:30 → 16:15
  
  AI for Science conference: Afternoon session 2 45m
sábado, 27 noviembre
- 10:00 → 13:00
  
  Hands on: Identifying particles in a cloud chamber with AI 3h
  
  Ponentes: Arantza Oyanguren (IFIC- Valencia), Jose Enrique Garcia Navarro (IFIC (Instituto de Fisica Corpuscular)), Luca Fiorini (IFIC / U. Valencia)
  
  Artemisa Alphas ID Colab Alpha Particle Detection with AI
- 13:00 → 13:20
  
  Beach lunch 20m
lunes, 29 noviembre
- 9:30 → 11:00
  
  Introduction to Graphics Processing Units (GPUs) 1h 30m
  
  Ponente: Miguel Ángel Martínez-del-Amor (University of Seville)
  
  session1_GPUs.pdf
- 11:00 → 11:30
  
  Coffee break 30m
- 11:30 → 13:30
  
  NVIDIA DLI workshop, Fundamentals of Accelerated Computing with CUDA (1) 2h
  
  Ponente: Miguel Ángel Martínez-del-Amor (University of Seville)
- 13:30 → 15:00
  
  Lunch 1h 30m
- 15:00 → 17:00
  
  NVIDIA DLI workshop, Fundamentals of Accelerated Computing with CUDA (2) 2h
  
  Ponente: Miguel Ángel Martínez-del-Amor (University of Seville)
- 17:00 → 17:30
  
  Coffee break 30m
- 17:30 → 19:30
  
  NVIDIA DLI workshop, Fundamentals of Accelerated Computing with CUDA (3) 2h
  
  Ponente: Miguel Ángel Martínez-del-Amor (University of Seville)
martes, 30 noviembre
- 9:00 → 10:30
  
  Advance concepts on GPU computing 1h 30m
  
  Ponente: Miguel Ángel Martínez-del-Amor (University of Seville)
  
  session5.pdf
- 10:30 → 11:00
  
  Coffee break 30m
- 11:00 → 12:30
  
  NVIDIA DLI workshop (Certification) 1h 30m
  
  Ponente: Miguel Ángel Martínez-del-Amor (University of Seville)
- 12:35 → 13:25
  
  Ethics in AI 50m
  
  Ponente: Txetxu Ausín Diez (IFS (CSIC))
  
  ETHICS IN ARTIFICIAL INTELLIGENCE Valencia 2nd COMCHA.pptx
- 13:30 → 15:00
  
  Lunch 1h 30m
- 15:00 → 16:35
  
  CUDA challenge 1h 35m
  
  GPUchallenge.pdf
- 16:40 → 17:10
  
  Coffee break 30m
- 17:10 → 18:05
  
  CUDA challenge 55m
  
  Ponente: Miguel Ángel Martínez-del-Amor (University of Seville)
miércoles, 1 diciembre
- 9:30 → 11:00
  
  Fundamentals of Deep Learning Part I 1h 30m
  
  Ponente: Dr. Andres Diaz Pinto (King's College London)
  
  ADP_our_first_neural_network.ipynb ADP_supp_material.tar.xz link
- 11:00 → 11:30
  
  Coffee break 30m
- 11:30 → 13:00
  
  Fundamentals of Deep Learning Part II 1h 30m
  
  Ponente: Dr. Andres Diaz Pinto (King's College London)
  
  ADP_CNN_Emotion_Detection.ipynb ADP_dataAugmentation.ipynb ADP_supp_material_partII.tar.xz
- 13:10 → 15:00
  
  Lunch 1h 50m
- 15:00 → 15:50
  
  Low-power sustenaible hardware: FPGAs (Intro) 50m
  
  Ponente: Alberto Valero (IFIC- Universidad de Valencia)
  
  IntroductionFPGAs_AValerov2.pdf
- 15:50 → 16:10
  
  Coffee break 20m
- 16:10 → 17:00
  
  Low-power sustenaible hardware: FPGAs (L1) 50m
  
  Ponentes: Fernando Carrió Argos (IFIC - UV), Fernando Carrió Argos (IFIC (CSIC-UV)), Dr. Fernando Carrió Argos (Instituto de Física Corpuscular (IFIC-UV))
  
  Example_Demo_Arty.zip Intro_FPGA_Design.pdf
- 17:00 → 17:50
  
  Low-power sustenaible hardware: FPGAs (L2) 50m
  
  Ponentes: Fernando Carrió Argos (Instituto de Física Corpuscular (IFIC-UV)), Fernando Carrió Argos (IFIC - UV), Fernando Carrió Argos (IFIC (CSIC-UV))
jueves, 2 diciembre
- 9:30 → 11:00
  
  Student session 1h 30m
  
  1: "Search for top quark supersymmetric partners using machine learning algorithms" [Xuan González, Universidad de Oviedo]
  
  2: "An application of Multivariate Analysis Classifiers (MVAs) to High Energy Physics: the CMS Lepton MVA" [Carlos Vico, Universidad de Oviedo]
  
  3: “Implementation of new algorithms for an accurate gamma-ray impact determination in scintillation monolithic blocks for PET applications” [Marta Freire, I3M-Valencia]
  
  4: "My journey with neural networks" [Victor Muñoz, IFIC - Valencia]
  
  5: "MVA techniques in searches for LFV H-> l tau decays with the ATLAS experiment" [Antonio Gómez Delegido, IFIC - Valencia]
  
  6: " Generative Adversarial Networks" [Sergi Bernet, Universitat de Barcelona]
  
  7: " Adversarial Network for the Identification of Displaced Jets in the ATLAS Hadronic Calorimeter" [Victoria Sánchez, IFIC-Valencia]
- 11:00 → 11:30
  
  Results from the hands-on session 30m
  
  You can upload in the folder the video you have encoded and/or a plot with the results of the training and validation loss for different number of epochs.
  You can put your name in the filename or just upload anonymously.
  
  Student Folder
- 11:30 → 12:00
  
  Coffee break 30m
- 12:00 → 12:50
  
  Uso de la Inteligencia Artifical en el ámbito corporativo 50m
  
  Ponente: Xavier Vilasis-Cardona (DS4DS, La Salle - Universitat Ramon Llull)
- 12:50 → 13:25
  
  Closing session: National initiatives (COMCHA, Conexion AIHUB, etc... ) 35m
  
  Ponentes: Arantza Oyanguren (IFIC- Valencia), Luca Fiorini (IFIC / U. Valencia)

2nd COMCHA School

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