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20012026
most citedOn-the-fly machine learning force field generation: Application to melting points

688 citations

Showing quant-phShow all

16 papers · 1 filter

quant-ph2026

Machine-learning-assisted material and geometry characterization from Casimir force measurement

Hideo Iizuka, Shanhui Fan

A broadband electromagnetic source is important for scientific and technological applications. Quantum vacuum fluctuations, which manifest most prominently in the Casimir effect, p…

quant-ph2025

Quantum algorithm for Electromagnetic Field Analysis

Hiroyuki Tezuka, Yuki Sato

Partial differential equations (PDEs) are central to computational electromagnetics (CEM) and photonic design, but classical solvers face high costs for large or complex structures…

quant-ph2025

Joint Optimization of Electric Vehicle Routes and Charging Locations through Learning Charge Constraints Using QUBO Solvers

Akihisa Okada, Keisuke Otaki, Hiroaki Yoshida

Optimal routing problems of electric vehicles (EVs) have attracted much attention in recent years, and installation of charging stations is an important issue for EVs. Hence, we fo…

quant-ph2024★ 15 cited

Quantum sensing with duplex qubits of silicon vacancy centers in SiC at room temperature

Kosuke Tahara, Shin-ichi Tamura, Haruko Toyama +4

The silicon vacancy center in Silicon Carbide (SiC) provides an optically addressable qubit at room temperature in its spin- electronic state. However, optical spin in…

quant-ph2024★ 8 cited

Recursive Quantum Relaxation for Combinatorial Optimization Problems

Ruho Kondo, Yuki Sato, Rudy Raymond +1

Quantum optimization methods use a continuous degree-of-freedom of quantum states to heuristically solve combinatorial problems, such as the MAX-CUT problem, which can be attribute…

quant-ph2023★ 1 cited

Fast simulation for multi-photon, atomic-ensemble quantum model of linear optical systems addressing the curse of dimensionality

Junpei Oba, Seiji Kajita, Akihito Soeda

Photons are elementary particles of light in quantum mechanics, whose dynamics can be difficult to gain detailed insights, especially in complex systems. Simulation is a promising…

quant-ph2023★ 10 cited

Variational quantum algorithm for generalized eigenvalue problems and its application to the finite element method

Yuki Sato, Hiroshi C. Watanabe, Rudy Raymond +5

Generalized eigenvalue problems (GEPs) play an important role in the variety of fields including engineering, machine learning and quantum chemistry. Especially, many problems in t…

quant-ph2023★ 67 cited

Variational Benchmarks for Quantum Many-Body Problems

Dian Wu, Riccardo Rossi, Filippo Vicentini +30

The continued development of computational approaches to many-body ground-state problems in physics and chemistry calls for a consistent way to assess its overall progress. In this…

quant-ph2023★ 10 cited

Design Optimization of Noise Filter using Quantum Annealer

Akihisa Okada, Hiroaki Yoshida, Kiyosumi Kidono +3

The use of quantum annealers in black-box optimization to obtain the desired properties of a product with a small number of trials has attracted attention. However, the application…

quant-ph2022★ 10 cited

Sequential optimal selection of a single-qubit gate and its relation to barren plateau in parameterized quantum circuits

Kaito Wada, Rudy Raymond, Yuki Sato +1

We propose an algorithm for variational quantum algorithms (VQAs) to optimize the structure of parameterized quantum circuits (PQCs) efficiently. The algorithm optimizes the PQC st…

quant-ph2022★ 6 cited

Quantum topology optimization of ground structures using noisy intermediate-scale quantum devices

Yuki Sato, Ruho Kondo, Satoshi Koide +1

To arrive at some viable product design, product development processes frequently use numerical simulations and mathematical programming techniques. Topology optimization, in parti…

quant-ph2021★ 8 cited

Non-adiabatic Quantum Wavepacket Dynamics Simulation Based on Electronic Structure Calculations using the Variational Quantum Eigensolver

Hirotoshi Hirai, Sho Koh

A non-adiabatic nuclear wavepacket dynamics simulation of the HO de-excitation process is performed based on electronic structure calculations using the variational quantum…

quant-ph2021★ 14 cited

Computationally Efficient Quantum Expectation with Extended Bell Measurements

Ruho Kondo, Yuki Sato, Satoshi Koide +2

Evaluating an expectation value of an arbitrary observable through naïve Pauli measurements requires a large number of terms to be evaluated. We a…

quant-ph2021★ 4 cited

Missing Rung Problem in Vibrational Ladder Climbing

Takahiro Horiba, Soichi Shirai, Hirotoshi Hirai

We observed vanishing of the transition dipole moment, interrupting vibrational ladder climbing (VLC) in molecular systems. We clarified the mechanism of this phenomenon and presen…

quant-ph2021★ 12 cited

Molecular Structure Optimization based on Electrons-Nuclei Quantum Dynamics Computation

Hirotoshi Hirai, Takahiro Horiba, Soichi Shirai +4

A new concept of the molecular structure optimization method based on quantum dynamics computations is presented. Nuclei are treated as quantum mechanical particles, as are electro…

quant-ph2021★ 68 cited

Variational quantum algorithm based on the minimum potential energy for solving the Poisson equation

Yuki Sato, Ruho Kondo, Satoshi Koide +2

Computer-aided engineering techniques are indispensable in modern engineering developments. In particular, partial differential equations are commonly used to simulate the dynamics…