1 code implementation • 31 May 2024 • Yanting Teng, Rhine Samajdar, Katherine Van Kirk, Frederik Wilde, Subir Sachdev, Jens Eisert, Ryan Sweke, Khadijeh Najafi
Learning faithful representations of quantum states is crucial to fully characterizing the variety of many-body states created on quantum processors.
no code implementations • 5 Jul 2022 • Weishun Zhong, Xun Gao, Susanne F. Yelin, Khadijeh Najafi
Born machines are quantum-inspired generative models that leverage the probabilistic nature of quantum states.
no code implementations • 23 Jun 2022 • Jonathan Z. Lu, Rodrigo A. Bravo, Kaiying Hou, Gebremedhin A. Dagnew, Susanne F. Yelin, Khadijeh Najafi
A symmetry of a state $\vert \psi \rangle$ is a unitary operator of which $\vert \psi \rangle$ is an eigenvector.
no code implementations • 30 Mar 2022 • Junyu Liu, Khadijeh Najafi, Kunal Sharma, Francesco Tacchino, Liang Jiang, Antonio Mezzacapo
We define wide quantum neural networks as parameterized quantum circuits in the limit of a large number of qubits and variational parameters.