activity
20192026
most citedNatural quantum reservoir computing for temporal information processing

85 citations · 394 across the 12 of their papers we have counts for

collaborators

13 papers

quant-ph2026

Quantum--classical break-even in electronic dynamics of macrocyclic molecules

Shu Kanno, Kenji Sugisaki, Takashi Imamichi +5

Here we demonstrate quantum--classical break-even for chemical dynamics applications, reaching useful accuracy with a quantum-hardware wall-clock time comparable to that estimated…

quant-ph2026

Auger Spectroscopy via Generative Quantum Eigensolver: A Quantum Approach to Molecular Excitations

Kimberlee Keithley, Shunsuke Yamamoto, Ryota Kenmoku +16

Auger electron spectroscopy, a way of characterizing electronic structure through core-level decay processes, is widely used in materials characterization; however direct calculati…

quant-ph2024★ 8 cited

Tensor-based quantum phase difference estimation for large-scale demonstration

Shu Kanno, Kenji Sugisaki, Hajime Nakamura +5

We develop an energy calculation algorithm leveraging quantum phase difference estimation (QPDE) scheme and a tensor-network-based unitary compression method in the preparation of…

quant-ph2023

A combined quantum-classical method applied to material design: optimization and discovery of photochromic materials for photopharmacology applications

Qi Gao, Michihiko Sugawara, Paul D. Nation +4

Integration of quantum chemistry simulations, machine learning techniques, and optimization calculations is expected to accelerate material discovery by making large chemical space…

quant-ph2023★ 20 cited

Quantum computing quantum Monte Carlo with hybrid tensor network for electronic structure calculations

Shu Kanno, Hajime Nakamura, Takao Kobayashi +4

Quantum computers have a potential for solving quantum chemistry problems with higher accuracy than classical computers. Quantum computing quantum Monte Carlo (QC-QMC) is a QMC wit…

quant-ph2021★ 10 cited

Quantum-Classical Computational Molecular Design of Deuterated High-Efficiency OLED Emitters

Qi Gao, Gavin O. Jones, Michihiko Sugawara +5

This study describes a hybrid quantum-classical computational approach for designing synthesizable deuterated emitters possessing desirable emission quantum efficiencies (Q…

quant-ph2021★ 1 cited

Excited state calculations using variational quantum eigensolver with spin-restricted ansätze and automatically-adjusted constraints

Shigeki Gocho, Hajime Nakamura, Shu Kanno +4

The ground and excited state calculations at key geometries, such as the Frank-Condon (FC) and the conical intersection (CI) geometries, are essential for understanding photophysic…

physics.chem-ph2021★ 27 cited

Analytical energy gradient for state-averaged orbital-optimized variational quantum eigensolvers and its application to a photochemical reaction

Keita Omiya, Yuya O. Nakagawa, Sho Koh +3

Elucidating photochemical reactions is vital to understand various biochemical phenomena and develop functional materials such as artificial photosynthesis and organic solar cells,…

quant-ph2021★ 85 cited

Natural quantum reservoir computing for temporal information processing

Yudai Suzuki, Qi Gao, Ken C. Pradel +2

Reservoir computing is a temporal information processing system that exploits artificial or physical dissipative dynamics to learn a dynamical system and generate the target time-s…

quant-ph2020★ 67 cited

Applications of Quantum Computing for Investigations of Electronic Transitions in Phenylsulfonyl-carbazole TADF Emitters

Qi Gao, Gavin O. Jones, Mario Motta +7

A quantum chemistry study of the first singlet (S1) and triplet (T1) excited states of phenylsulfonyl-carbazole compounds, proposed as useful thermally activated delayed fluorescen…

quant-ph2020★ 55 cited

Calculating transition amplitudes by variational quantum deflation

Yohei Ibe, Yuya O. Nakagawa, Nathan Earnest +4

Variational quantum eigensolver (VQE) is an appealing candidate for the application of near-term quantum computers. A technique introduced in [Higgot et al., Quantum 3, 156 (2019)]…

quant-ph2019★ 67 cited

Computational Investigations of the Lithium Superoxide Dimer Rearrangement on Noisy Quantum Devices

Qi Gao, Hajime Nakamura, Tanvi P. Gujarati +6

Currently available noisy intermediate-scale quantum (NISQ) devices are limited by the number of qubits that can be used for quantum chemistry calculations on molecules. We show he…

quant-ph2019★ 54 cited

Analysis and synthesis of feature map for kernel-based quantum classifier

Yudai Suzuki, Hiroshi Yano, Qi Gao +4

A method for analyzing the feature map for the kernel-based quantum classifier is developed; that is, we give a general formula for computing a lower bound of the exact training ac…