Yu‐ichiro Matsushita
- Machine learning supported annealing for prediction of grand canonical crystal structures
2024/08/07 by Yannick Couzinié, Yuya Seki, Couzinie, Yannick +11 · 8 citations
Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Periodicity-free unfolding method of electronic energy spectra: Application to twisted bilayer graphene
2017/07/11 by Taichi Kosugi, Kosugi, Taichi, Hirofumi Nishi +5 · 1 citation
Engineering · Materials Science · Physics and Astronomy · #FOS: Physical sciences #Graphene research and applications #Materials Science (cond-mat.mtrl-sci) #Molecular Junctions and Nanostructures #Quantum and electron transport phenomena
- Quadratic acceleration of multi-step probabilistic algorithms for state preparation
2023/08/07 by Hirofumi Nishi, Taichi Kosugi, Nishi, Hirofumi +5 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Spectroscopy and Quantum Chemical Studies
- Acceleration of probabilistic imaginary-time evolution method combined with quantum amplitude amplification
2022/12/28 by Hirofumi Nishi, Taichi Kosugi, Nishi, Hirofumi +5 · 1 citation
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- A probabilistic imaginary-time evolution quantum algorithm for advection-diffusion equation: Explicit gate-level implementation and comparisons to quantum linear system algorithms
2024/09/27 by Xinchi Huang, Hirofumi Nishi, Huang, Xinchi +7 · 4 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Physics (quant-ph)
- Data for Towards Improved Quantum Machine Learning for Molecular Force Fields
2025/05/06 by Yannick Couzinié, Couzinié, Yannick, Shunsuke Daimon +9 · 2 citations
Materials Science · #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Quantum Physics (quant-ph)