CCM-HUB: Machine Learning and Quantum Alchemy, com Guido Falk von Rudorff, PhD, da Universidade de Kassel, na Alemanha

• Responsável: CCM - Central Computacional Multiusuário
• Câmpus: Santo André
• Local: S312-3 – Bloco A
• Data: de 13/08/2024 até 16/08/2024
• Horário: 14:00 às 18:00
• Descrição:

  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.

• Necessita inscrição: Sim
• Formulário de inscrição: https://doity.com.br/ccm-hub-ruforff
• Link de divulgação: https://ccm.propes.ufabc.edu.br/2024/07/30/machine-learning-and-quantum-alchemy/

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