On June 6, 2024, Prof. Frank Noé from the Freie Universität Berlin was invited by Prof. Chen Song to present a CQB seminar titled "Advancing molecular physics with deep learning". In his presentation, Prof. Frank Noé provided an overview of highly accurate computational methods for determining quantum states using deep fermionic neural networks and Quantum Monte Carlo. He also discussed the approaches to address the many-body sampling problem with generative deep learning.