Scientific Calendar Event



Description Physics Without Frontiers Chile: School of Machine Learning in Physics, previously called HEP School, will cover a wide range of topics in the main areas of machine learning and physics.

Although the school is aimed at graduate students and postdocs who are at the beginning of their career, exceptional undergraduate students are also encouraged to apply. Some prior knowledge of physics and programming will be beneficial to get the most out of the courses.

The number of participants is limited.

There is no registration fee. Lunch will be provided for all participants on school days.

All lectures at the school will be in English. For this reason, language proficiency, along with programming knowledge, is required for participation.

We strongly encourage early-career researchers to participate in our HEPNP conference before the school.
Go to day
  • Monday, 13 January 2025
    • 12:00 - 21:00 Day 1
      • 12:00 Registration 30'
      • 12:30 Data analysis basics: Introduction to data analysis I 1h0'
        Speaker: Dr. José Ocariz
      • 13:30 Coffee break 30'
      • 14:00 Machine learning basics: Introduction to machine learning I 1h0'
        Speaker: Dr. Raquel Pezoa Rivera
      • 15:00 Data analysis basics: Introduction to data analysis II 1h0'
        Speaker: Dr. José Ocariz
      • 16:00 Lunch 1h30'
      • 17:30 Data analysis basics: Data analysis - Hands on 1h30'
        Speaker: Dr. José Oscariz
      • 19:00 Coffee break 30'
      • 19:30 Machine learning basics: Machine learning basics - Hands On 1h30'
        Speaker: Dr. Raquel Pezoa Rivera
  • Tuesday, 14 January 2025
    • 12:30 - 21:00 Day 2
      • 12:30 Machine learning basics: Machine learning introduction II 1h0'
        Speaker: Dr. Raquel Pezoa Rivera
      • 13:30 Coffee break 30'
      • 14:00 Data analysis basics: Data analysis introduction III 1h0'
        Speaker: Dr. José Oscariz
      • 15:00 Machine learning basics: Machine learning introduction III 1h0'
        Speaker: Dr. Raquel Pezoa Rivera
      • 16:00 Lunch 1h30'
      • 17:30 Data analysis basics: Data Analysis - Hands On 1h30'
        Speaker: Dr. José Oscariz
      • 19:00 Coffee break 30'
      • 19:30 Machine learning basics: Machine learning - Hand On 1h30'
        Speaker: Dr. Raquel Pezoa Rivera
  • Wednesday, 15 January 2025
    • 12:30 - 21:00 Day 3
      • 12:30 Applications to NP Experiments: Introduction to acceletor physics I 1h0'
        Speaker: Dr. David Lawrence
      • 13:30 Coffee break 30'
      • 14:00 Invited talk (Talk I) 1h0'
      • 15:00 Applications to Astrophysics: Applications to Astrophysics I 1h0'
      • 16:00 Lunch 1h30'
      • 17:30 Applications to NP Experiments: Hands On 1h30'
        Speaker: Dr. David Lawrence
      • 19:00 Coffee break 30'
      • 19:30 Applications to Astrophysics: Applications to Astrophysics - Hands On 1h30'
  • Thursday, 16 January 2025
    • 12:30 - 21:00 Day 4
      • 12:30 Applications to Astrophysics: Applications to Astrophysics II 1h0'
      • 13:30 Coffee break 30'
      • 14:00 Invited talk (Talk II) 1h0'
      • 15:00 Applications to NP Experiments: II 1h0'
      • 16:00 Lunch 1h30'
      • 17:30 Applications to NP Experiments: Hands On II 1h30'
      • 19:00 Coffee break 30'
      • 19:30 Applications to Astrophysics: Applications to Astrophysics -Hands On 1h30'
  • Friday, 17 January 2025
    • 13:00 - 17:20 Day 5
      • 13:00 Invited talk (Open talk) 1h30'
      • 14:30 Coffee break 20'
      • 14:50 Open discussion 1h30'
      • 16:20 Lunch 1h0'