no code implementations • 4 Jun 2024 • Sören Arlt, Haonan Duan, Felix Li, Sang Michael Xie, Yuhuai Wu, Mario Krenn
Artificial Intelligence (AI) has the potential to significantly advance scientific discovery by finding solutions beyond human capabilities.
1 code implementation • 20 Feb 2024 • Philipp Schmidt, Sören Arlt, Carlos Ruiz-Gonzalez, Xuemei Gu, Carla Rodríguez, Mario Krenn
Thereby, we can manually discover new generalizations of AI-discoveries as well as new understanding in experimental quantum optics.
1 code implementation • 13 Sep 2023 • Tareq Jaouni, Sören Arlt, Carlos Ruiz-Gonzalez, Ebrahim Karimi, Xuemei Gu, Mario Krenn
Interestingly, we find that, in the first layers, the neural network identifies simple properties, while in the deeper ones, it can identify complex quantum structures and even quantum entanglement.