53 citations · 246 across the 19 of their papers we have counts for
3 papers · 1 filter
Reinforcement Learning Based Quantum Circuit Optimization via ZX-Calculus
Jordi Riu, Jan Nogué, Gerard Vilaplana +2
We propose a novel Reinforcement Learning (RL) method for optimizing quantum circuits using graph-theoretic simplification rules of ZX-diagrams. The agent, trained using the Proxim…
Scalable Quantum Spin Networks from Unitary Construction
Abdulsalam H. Alsulami, Irene D'Amico, Marta P. Estarellas +1
Spin network systems can be used to achieve quantum state transfer with high fidelity and to generate entanglement. A new approach to design spin-chain-based spin network systems,…
Bounding first-order quantum phase transitions in adiabatic quantum computing
Matthias Werner, Artur García-Sáez, Marta P. Estarellas
In the context of adiabatic quantum computation (AQC), it has been argued that first-order quantum phase transitions (QPTs) due to localisation phenomena cause AQC to fail by expon…