3 papers
quant-ph2026
Operator Learning with Variational Quantum Circuits
Jorgen Wu, Masoud Barati, Peyman Givi
A new methodology is developed for quantum machine learning which enables variational quantum circuits to learn linear and non-linear solution operators to differential equations.…
quant-ph2025
Generalization of Bidirectional Controlled Hybrid Protocol of Quantum Teleportation and Remote State Preparation
MohammadHossein Valeh, Hossein Aghababa, Mohammadreza Kolahdouz +1
This paper proposes a protocol for hybrid quantum teleportation and remote state preparation(RSP). It allows users to transmit an n-qubit quantum state by using (4n+1)qubits entang…
quant-ph2023
XpookyNet: Advancement in Quantum System Analysis through Convolutional Neural Networks for Detection of Entanglement
Ali Kookani, Yousef Mafi, Payman Kazemikhah +3
The application of machine learning models in quantum information theory has surged in recent years, driven by the recognition of entanglement and quantum states, which are the ess…