3.3k citations · 9.3k across the 45 of their papers we have counts for
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Variational Quantum Algorithms
M. Cerezo, Andrew Arrasmith, Ryan Babbush +8
Applications such as simulating complicated quantum systems or solving large-scale linear algebra problems are very challenging for classical computers due to the extremely high co…
Variational quantum simulations of stochastic differential equations
Kenji Kubo, Yuya O. Nakagawa, Suguru Endo +1
Stochastic differential equations (SDEs), which models uncertain phenomena as the time evolution of random variables, are exploited in various fields of natural and social sciences…
Hybrid quantum-classical algorithms and quantum error mitigation
Suguru Endo, Zhenyu Cai, Simon C. Benjamin +1
Quantum computers can exploit a Hilbert space whose dimension increases exponentially with the number of qubits. In experiment, quantum supremacy has recently been achieved by the…
Quantum error mitigation as a universal error-minimization technique: applications from NISQ to FTQC eras
Yasunari Suzuki, Suguru Endo, Keisuke Fujii +1
In the early years of fault-tolerant quantum computing (FTQC), it is expected that the available code distance and the number of magic states will be restricted due to the limited…
Relationship between costs for quantum error mitigation and non-Markovian measures
Hideaki Hakoshima, Yuichiro Matsuzaki, Suguru Endo
Quantum error mitigation (QEM) has been proposed as an alternative method of quantum error correction to compensate errors in quantum systems without qubit overhead. While Markovia…
Boltzmann machine learning with a variational quantum algorithm
Yuta Shingu, Yuya Seki, Shohei Watabe +5
Boltzmann machine is a powerful tool for modeling probability distributions that govern the training data. A thermal equilibrium state is typically used for Boltzmann machine learn…
Mitigating realistic noise in practical noisy intermediate-scale quantum devices
Jinzhao Sun, Xiao Yuan, Takahiro Tsunoda +3
Quantum error mitigation (QEM) is vital for noisy intermediate-scale quantum (NISQ) devices. While most conventional QEM schemes assume discrete gate-based circuits with noise appe…