Model-free distortion canceling and control of quantum devices

AF Fouad, A Youssry, A El-Rafei… - Quantum Science and …, 2024 - iopscience.iop.org
Quantum devices need precise control to achieve their full capability. In this work, we
address the problem of controlling closed quantum systems, tackling two main issues. First …

Meta-Designing Quantum Experiments with Language Models

S Arlt, H Duan, F Li, SM Xie, Y Wu, M Krenn - arXiv preprint arXiv …, 2024 - arxiv.org
Artificial Intelligence (AI) has the potential to significantly advance scientific discovery by
finding solutions beyond human capabilities. However, these super-human solutions are …

Unitary Synthesis of Clifford+ T Circuits with Reinforcement Learning

S Rietsch, AY Dubey, C Ufrecht, M Periyasamy… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper presents a deep reinforcement learning approach for synthesizing unitaries into
quantum circuits. Unitary synthesis aims to identify a quantum circuit that represents a given …