Machine Learning and Quantum Alchemy
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
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