Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum Experiments

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.

Kelvin's Chirality of Optical Beams

no code implementations • 16 Dec 2020 • Sergey Nechayev, Jörg S. Eismann, Rasoul Alaee, Ebrahim Karimi, Robert W. Boyd, Peter Banzer

Geometrical chirality is a property of objects that describes three-dimensional mirror-symmetry violation and therefore it requires a non-vanishing spatial extent.

Optics