Optimizing quantum circuit placement via machine learning

Author:

Fan Hongxiang1,Guo Ce1,Luk Wayne1

Affiliation:

1. Imperial College London, London, UK

Funder

Engineering and Physical Sciences Research Council

Publisher

ACM

Reference38 articles.

1. Giovanni Acampora and Roberto Schiattarella . 2021. Deep neural networks for quantum circuit mapping. Neural Computing and Applications ( 2021 ), 1--21. Giovanni Acampora and Roberto Schiattarella. 2021. Deep neural networks for quantum circuit mapping. Neural Computing and Applications (2021), 1--21.

2. 2013. A meet-in-the-middle algorithm for fast synthesis of depth-optimal quantum circuits;Matthew Amy;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,2013

3. Simulated Quantum Computation of Molecular Energies

4. Debjyoti Bhattacharjee et al. 2019. MUQUT: Multi-constraint quantum circuit mapping on NISQ computers . In 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD). IEEE, 1--7. Debjyoti Bhattacharjee et al. 2019. MUQUT: Multi-constraint quantum circuit mapping on NISQ computers. In 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD). IEEE, 1--7.

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1. Deep Reinforcement Learning Strategies for Noise-Adaptive Qubit Routing;2024 IEEE International Conference on Quantum Software (QSW);2024-07-07

2. Atomique: A Quantum Compiler for Reconfigurable Neutral Atom Arrays;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

3. Optimization of Qubit Mapping Model Based on Deep Q Network;2024 5th International Conference on Computer Engineering and Application (ICCEA);2024-04-12

4. Towards Faster Reinforcement Learning of Quantum Circuit Optimisation: Exponential Reward Functions;Proceedings of the 18th ACM International Symposium on Nanoscale Architectures;2023-12-18

5. QPulseLib: Accelerating the Pulse Generation of Quantum Circuit with Reusable Patterns;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

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