学術論文

2022年

  1. Kai Nakaishi, Koji Hukushima,
    “Absence of Phase Transition in Random Language Model”,
    Accepted for publication in ***
  2. Hiroaki Inoue, Koji Hukushima, and Toshiaki Omori,
    “Estimating Distributions of Parameters in Nonlinear State Space Models with Replica Exchange Particle Marginal Metropolis–Hastings Method”,
    Entropy 24 (1), 115, 2022.
    https://doi.org/10.3390/e24010115

2021年

  1. Takeo Hoshi, Daishiro Sakata, Shotaro Oie, Izumi Mochizuki, SatoruTanaka, Toshio Hyodo, Koji Hukushima,
    “Data-driven sensitivity analysis in surface structure determination using total-reflection high-energy positron diffraction (TRHEPD)”,
    Computer Physics Communications, 271, 108186, 2022.
    https://doi.org/10.1016/j.cpc.2021.108186
  2. Hiroaki Inoue, Koji Hukushima, and Toshiaki Omori
    “Estimation of Neuronal Dynamics of Izhikevich Neuron Models from Spike-Train Data with Particle Markov Chain Monte Carlo Method”
    J. Phys. Soc. Jpn. 90, 104801 (2021)
    https://doi.org/10.7566/JPSJ.90.104801
  3. Harukuni Ikeda and Koji Hukushima
    “Nonaffine displacements below jamming under athermal quasistatic compression”
    Phys. Rev. E 103, 032902 (2021)
    https://doi.org/10.1103/PhysRevE.103.032902

2020年

  1. Kota Yoshiyama and Koji Hukushima
    “Higher-Order Tensor Renormalization Group Approach to Lattice Glass Model”
    J. Phys. Soc. Jpn. 89, 104003 (2020)
    https://doi.org/10.7566/JPSJ.89.104003
  2. Hiroaki Inoue, Koji Hukushima and Toshiaki Omori
    “Replica Exchange Particle-Gibbs Method with Ancestor Sampling”
    J. Phys. Soc. Jpn. 89, 104801 (2020)
    https://doi.org/10.7566/JPSJ.89.104801
  3. Yoshihiko Nishikawa and Koji Hukushima
    “Lattice Glass Model in Three Spatial Dimensions”
    Phys. Rev. Lett. 125, 065501 – Published 5 August 2020
    DOI:https://doi.org/10.1103/PhysRevLett.125.065501
    まだちゃんと書いてないけど論文の背景
  4. Ryo Tamura, Koji Hukushima, Akira Matsuo, Koichi Kindo, and Masashi Hase
    “Data-driven determination of the spin Hamiltonian parameters and their uncertainties: The case of the zigzag-chain compound KCu4P3O12
    Phys. Rev. B 101, 224435– Published 29 June 2020
    DOI:https://doi.org/10.1103/PhysRevB.101.224435
  5. Hiori KinoKohji NakamuraKoji HukushimaTakashi Miyake, and Dam Hieu Chi
    “Maximum Separated Distribution with High Interpretability Found Using an Exhaustive Search Method —Application to Magnetocrystalline Anisotropy of Fe/Co Films—”
    J. Phys. Soc. Jpn. 89, 064802 (2020)
    https://doi.org/10.7566/JPSJ.89.064802 Editor’s choice
    日本物理学会の簡単解説
  6. Nobuya Sato, Tomoki Yamashita, Tamio Oguchi, Koji Hukushima, and Takashi Miyake
    “Adjusting the descriptor for a crystal structure search using Bayesian optimization”
    Phys. Rev. Materials 4, 033801 – Published 19 March 2020
    DOI:https://doi.org/10.1103/PhysRevMaterials.4.033801

2019年

  1. Jun Takahashi and Koji Hukushima
    “Phase transitions in quantum annealing of an NP-hard problem detected by fidelity susceptibility”
    J. Stat. Mech. (2019) 043102
    DOI: https://doi.org/10.1088/1742-5468/ab0819 
    簡単論文解説
  2. Yoshihiko Nishikawa, Koji Hukushima, and Werner Krauth
    “Solid-liquid transition of skyrmions in a two-dimensional chiral magnet”
    Physica Review B 99, 064435
    DOI: 10.1103/PhysRevB.99.064435
    簡単な解説

2018年

  1. Yoshinori Nakanishi-Ohno and Koji Hukushima
    “Data-driven diagnosis for compressed sensing with cross validation”
    Physical Review E 98, 052120 (2018)
    DOI: 10.1103/PhysRevE.98.052120
  2. Yuta Mizuno and Koji Hukushima
    “Power-law decay in the nonadiabatic photodissociation dynamics of alkali halides due to quantum wavepacket interference”
    The Journal of Chemical Physics 149, 174313 (2018)
    DOI: 10.1063/1.5048957
  3. Tomoyuki Obuchi, Yoshinori Nakanishi-Ohno, Masato Okada, and Yoshiyuki Kabashima
    “Statistical mechanical analysis of sparse linear regression as a variable selection problem”
    Journal of Statistical Mechanics: Theory and Experiment 2018, 103401 (2018)
    DOI: 10.1088/1742-5468/aae02c
  4. Masato Anada, Kazuhiro Kowa, Hiroki Maeda, Enju Sakai, Miho Kitamura, Hiroshi Kumigashira, Osami Sakata, Yoshinori Nakanishi-Ohno, Masato Okada, Tsuyoshi Kimura, and Yusuke Wakabayashi
    “Spatial coherence of the insulating phase in quasi-two-dimensional LaNiO3 films”
    Physical Review B 98, 014105 (2018)
    DOI: 10.1103/PhysRevB.98.014105
  5. Yasuhiko Igarashi, Hikaru Takenaka, Yoshinori Nakanishi-Ohno, Makoto Uemura, Shiro Ikeda, and Masato Okada
    “Exhaustive search for sparse variable selection in linear regression”
    Journal of the Physical Society of Japan 87, 044802 (2018)
    DOI: 10.7566/JPSJ.87.044802
  6. Masamichi J. Miyama and Koji Hukushima
    “Real-space analysis of scanning tunneling microscopy topography datasets using sparse modeling approach”
    Journal of the Physical Society of Japan 87, 044801 (2018)
    DOI: 10.7566/JPSJ.87.044801
  7. Ryo Tamura and Koji Hukushima
    “Bayesian optimization for computationally extensive probability distributions”
    PLOS ONE 13, e0193785 (2018)
    DOI: 10.1371/journal.pone.0193785
  8. Satoshi Takabe, Takanori Maehara, and Koji Hukushima
    “Typical approximation performance for maximum coverage problem”
    Physical Review E 97, 022138 (2018)
    DOI: 10.1103/PhysRevE.97.022138
  9. Hirotaka Sakamoto, Yoshinori Nakanishi-Ohno, and Masato Okada
    “Influence of averaging preprocessing on image analysis with a Markov random field model”
    Journal of the Physical Society of Japan 87, 024802 (2018)
    DOI: 10.7566/JPSJ.87.024802

2017年

  1. Masato Anada, Yoshinori Nakanishi-Ohno, Masato Okada, Tsuyoshi Kimura, and Yusuke Wakabayashi
    “Bayesian inference of metal oxide ultrathin film structure based on crystal truncation rod measurements”
    Journal of Applied Crystallography 50, 1611-1616 (2017)
    DOI: 10.1107/S1600576717013292
  2. Jun Takahashi, Satoshi Takabe, and Koji Hukushima
    “An exact algorithm exhibiting RS-RSB/easy-hard correspondence for the maximum independent set problem”
    Journal of the Physical Society of Japan 86, 073001 (2017)
    DOI: 10.7566/JPSJ.86.073001
  3. Ryo Tamura and Koji Hukushima
    “Method for estimating spin-spin interactions from magnetization curves”
    Physical Review B 95, 064407 (2017)
    DOI: 10.1103/PhysRevB.95.064407

2016年

  1. S Takabe, K Hukushima “Typical performance of approximation algorithms for NP-hard problems”Journal of Statistical Mechanics: Theory and Experiment 2016 (11), 113401 6 2016
  2. T Omori, T Kuwatani, A Okamoto, K Hukushima “Bayesian inversion analysis of nonlinear dynamics in surface heterogeneous reactions”
    Physical Review E 94 (3), 033305 5 2016
  3. Y Sakai, K Hukushima “Irreversible simulated tempering” Journal of the Physical Society of Japan 85 (10), 104002 5 2016
  4. Y Sakai, K Hukushima “Irreversible simulated tempering algorithm with skew detailed balance conditions: a learning method of weight factors in simulated tempering” Journal of Physics: Conference Series 750 (1), 012013 1 2016
  5. Y Nishikawa, K Hukushima “Event-chain Monte Carlo algorithm for continuous spin systems and its application” Journal of Physics: Conference Series 750 (1), 012014 4 2016
  6. Y Nishikawa, K Hukushima “Phase transitions and ordering structures of a model of chiral helimagnet in three dimensions” Physical Review B 94 (6), 064428 17 2016
  7. Y Nakanishi-Ohno, M Haze, Y Yoshida, K Hukushima, Y Hasegawa, M Okada “Compressed sensing in scanning tunneling microscopy/spectroscopy for observation of quasi-particle interference” Journal of the Physical Society of Japan 85 (9), 093702 5 2016
  8. M Sasaki, K Hukushima “Numerical Detection of Ergodicity Breaking in a Glass Model”  Journal of the Physical Society of Japan 85 (7), 074602 2016
  9. S Takabe, K Hukushima “Statistical mechanical analysis of linear programming relaxation for combinatorial optimization problems”
    Physical Review E 93 (5), 053308 3 2016
  10. Y Sakai, K Hukushima “Eigenvalue analysis of an irreversible random walk with skew detailed balance conditions”  Physical Review E 93 (4), 043318 9 2016
  11. T Omori, K Hukushima “Extracting nonlinear spatiotemporal dynamics in active dendrites using data-driven statistical approach”  Journal of Physics: Conference Series 699 (1), 012011

少し昔のリストと解説はここから.隙間は徐々に埋めていくつもり.

プロシーディング

2018年

  1. Yoshinori Nakanishi-Ohno and Koji Hukushima
    “Data-driven diagnosis for compressed sensing algorithms”
    Journal of Physics: Conference Series 1036, 012014 (2018)
    DOI: 10.1088/1742-6596/1036/1/012014
  2. Yasuhiko Igarashi, Hiroko Ichikawa, Yoshinori Nakanishi-Ohno, Hikaru Takenaka, Daiki Kawabata, Satoshi Eifuku, Ryoi Tamura, Kenji Nagata, and Masato Okada
    “ES-DoS: Exhaustive search and density-of-states estimation as a general framework for sparse variable selection”
    Journal of Physics: Conference Series 1036, 012001 (2018)
    DOI: 10.1088/1742-6596/1036/1/012001