Teaching

Next academic year

• 2025/2026

Current academic year

• 2024/2025
  • Main teacher and coorganiser of Lisbon Machine Learning For Physics School, LIP Lisboa (in English)
  • Two guest lectures on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)
  • Invited lecture on Automatic Differentiation, within the course “Programming for Scientific Computing”, Lulea Technical University, Sweden (in English)
  • Invited lectures on Differentiable Programming, AI4Physics course, Uppsala Universitet, Sweden (in English)
  • Guest lecture on Quantum Machine Learning, Master in Data Science, Universidad de Cantabria (in Spanish)
  • Course on Data Analysis in Modern Physics, “ADFM”, Universidad de Oviedo (in Spanish)
  • Course on Particle Physics in the Energy Frontier (classes on event generators), Universidad de Oviedo (in Spanish)
  • Either one of these (depending on whether ADTF has enough students to be activated)
    • Course on Numerical Methods and their Application to Physics, “MNAF” , Universidad de Oviedo (in Spanish)
    • Course on Applications and Data Treatment in Technology and Physics, “ADTF”, at EPI Engineering School , Universidad de Oviedo (in Spanish)

Past academic years

• 2023/2024
  • Two guest lectures (one on Automatic Differentiation, the other on Neuromorphic Computing), at the Second COMCHA School, Oviedo, Spain (in English)
  • Course on Machine Learning, Data Science School, IGFAE, Universidad de Santiago de Compostela
  • Guest lecture on Quantum Machine Learning, Master in Data Science, Universidad de Cantabria (in Spanish)
  • Two guest lectures on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)
  • Course on Data Analysis in Modern Physics, “ADFM”, Universidad de Oviedo (in Spanish)
  • Course on Numerical Methods and their Application to Physics, “MNAF” , Universidad de Oviedo (in Spanish)
• 2022/2023
  • Tutorial on Machine Learning, XII International Conference on New Frontiers in Physics, Kolumbari, Crete
  • Course on Particle Physics in the Energy Frontier (classes on event generators), Universidad de Oviedo (in Spanish)
  • Two guest lectures on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)
  • Fourth Intensive Course on Statistics for HEP for Belgian PhD and postdocs (3 ECTS credits for the UCLouvain doctoral school), Université catholique de Louvain (in English)
  • Guest lecture on “Automatic Differentiation” for the “PHYS-570-AI” masters’ course, Purdue University (in English)
• 2021/2022
  • Course on Experimental Methods in Particle Physics, “LPHYS2233” (part on Statistics for Data Analysis), Université catholique de Louvain (in English)
  • Two guest lectures on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)
  • Third Intensive Course on Statistics for HEP for international PhD and postdocs (3 ECTS credits for the UCLouvain doctoral school), Université catholique de Louvain (hybrid attendance, in English)
  • Course on Informatics and Numerical Methods in Python, “LPHYS1201” , Université catholique de Louvain (in French)
• 2020/2021
  • Guest lecture on “Likelihood-free inference”, Platform for Challenges in Data Science (Excellence Cluster “Quantum Universe”), University of Hamburg, DESY
  • Guest lecture on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)
  • Course on Experimental Methods in Particle Physics, “LPHYS2233” (part on Statistics for Data Analysis, chargé de cours), Université catholique de Louvain (in English)
  • Second Intensive Course on Statistics for HEP for Belgian PhD and postdocs (3 ECTS credits for the UCLouvain doctoral school), Université catholique de Louvain (in English)
  • Course on Informatics and Numerical Methods in Python, “LPHYS1201” , Université catholique de Louvain (in French)
  • Tutor at the CMS Data Analysis School, online (in English)
• 2019/2020
  • Course on Experimental Methods in Particle Physics, “LPHYS2233” (part on GEANT4), Université catholique de Louvain (in French)
  • Two guest lectures on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)
  • Course on Informatics and Numerical Methods in Python, “LPHYS1201” , Université catholique de Louvain (in French)
• 2018/2019
  • First Intensive Course on Statistics for HEP for Belgian PhD and postdocs (3 ECTS credits for the UCLouvain doctoral school), Université catholique de Louvain (in English)
  • Course on Informatics and Numerical Methods in C++, “LPHYS1201” , Université catholique de Louvain (in French)
  • Guest lecture on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)
  • Tutor at the CMS Data Analysis School, Università di Pisa (in English)
• 2017/2018
  • Guest lecture on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)
  • Course on Experimental Techniques II, “TExp II” , Universidad de Oviedo (in Spanish)
• 2016/2017
  • Statistics and data analysis for the Course on Atomic and High Energy Physics, “FAEA” , Universidad de Oviedo (in Spanish)
  • Course on Numerical Methods and their Application to Physics, “MNAF” , Universidad de Oviedo (in Spanish)
  • Teachers’ Innovation Project “Asturian Workshop on Numerical Methods and their Application to Physics”, PAINN-16-073, Universidad de Oviedo (in Spanish)
  • Guest lecture on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)
• 2015/2016
  • Guest lecture on Statistical Methods for Data Analysis, within the IDPASC Course on Physics at the LHC, LIP Lisboa (in English)