Saudações a toda comunidade,
Nos dias 13, 14, 15 e 16 de Agosto, será realizado no campus Santo André (S312-3 – Bloco A) o curso Machine Learning and Quantum Alchemy, com Guido Falk von Rudorff, PhD, da Universidade de Kassel, na Alemanha.
Segue abaixo as informações do curso:
For the course/workshop:
There is a webpage: https://nablachem.org/lectures/mlqa24/ (which we will use for the course)
Machine Learning and Quantum Alchemy
Short course providing a high-level introduction into machine learning and quantum alchemy methods. Target audience both BSc and MSc level. Requires basic programming skills (in any language).
Day 1: Machine Learning Basics. Covers fundamental principles and key metrics to reliably train models using scikit-learn.
Day 2: Applied Machine Learning. Introduces some learning algorithms and discusses their function using scikit-learn.
Day 3: Quantum Alchemy. Discusses perturbative treatment of quantum chemistry and how to run calculations using pyscf.
Day 4: Explores automatic differentiation for Python using jax and applications to quantum chemistry with dqc.
Inscrições: https://doity.com.br/ccm-hub-ruforff
