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Advanced anneal paths for improved quantum annealing [PDF]
2020 IEEE International Conference on Quantum Computing and Engineering (QCE), 2020 Advances in quantum annealing technology make it possible to obtain high quality approximate solutions of important NP-hard problems. With the newer generations of the D-Wave annealer, more advanced features are available which allow the user to have greater control of the anneal process.
Elijah Pelofske +2 more
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Expanding the scope of quantum annealing applicability
AIP Advances, 2023 With the emergence of D-wave’s quantum annealing machine, the power of quantum computing has become tangible, and the development of quantum computers is accelerating rapidly.
Hiroshi Isshiki, Koki Asari
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Advantages of Unfair Quantum Ground-State Sampling
Scientific Reports, 2017 The debate around the potential superiority of quantum annealers over their classical counterparts has been ongoing since the inception of the field.
Brian Hu Zhang +3 more
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Deep learning optimal quantum annealing schedules for random Ising models
New Journal of Physics, 2023 A crucial step in the race towards quantum advantage is optimizing quantum annealing using ad-hoc annealing schedules. Motivated by recent progress in the field, we propose to employ long-short term memory neural networks to automate the search for ...
Pratibha Raghupati Hegde +3 more
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The Possible Impact of Quantum Annealing on Cybersecurity
Safety & DefenseQuantum annealing is an approach to quantum computing that serves as an alternative to general-purpose quantum computing. However, the cryptographic community does not currently view quantum annealing as a significant threat to cryptographic algorithms.
Mateusz Leśniak +2 more
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Frontiers in Computer Science, 2023 Restricted Boltzmann machines are common machine learning models that can utilize quantum annealing devices in their training processes as quantum samplers.
Ilmo Salmenperä, Jukka K. Nurminen
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Quantum optimization of complex systems with a quantum annealer
Physical Review A, 2022 We perform an in-depth comparison of quantum annealing with several classical optimisation techniques, namely thermal annealing, Nelder-Mead, and gradient descent. We begin with a direct study of the 2D Ising model on a quantum annealer, and compare its properties directly with those of the thermal 2D Ising model. These properties include an Ising-like
Steve Abel +2 more
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Mapping state transition susceptibility in quantum annealing
Physical Review Research, 2023 Quantum annealing is a novel type of analog computation that aims to use quantum-mechanical fluctuations to search for optimal solutions for Ising problems.
Elijah Pelofske
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Seeking Quantum Speedup Through Spin Glasses: The Good, the Bad, and the Ugly*
Physical Review X, 2015 There has been considerable progress in the design and construction of quantum annealing devices. However, a conclusive detection of quantum speedup over traditional silicon-based machines remains elusive, despite multiple careful studies.
Helmut G. Katzgraber +4 more
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Elimination of Bimodal Size in InAs/GaAs Quantum Dots for Preparation of 1.3-μm Quantum Dot Lasers
Nanoscale Research Letters, 2018 The device characteristics of semiconductor quantum dot lasers have been improved with progress in active layer structures. Self-assembly formed InAs quantum dots grown on GaAs had been intensively promoted in order to achieve quantum dot lasers with ...
Xiang-Bin Su +9 more
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