Kenji Nagata - My portal

Profile Information

Affiliation: National Institute for Materials Science

Degree: 博士（工学）(東京工業大学)

J-GLOBAL ID: 201901001148543463
researchmap Member ID: B000349407

Papers

Spectral Deconvolution through Bayesian LARS-OLS

Mototake Yoh-ichi, Igarashi Yasuhiko, Takenaka Hikaru, Nagata Kenji, Okada Masato

JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 87(11), Nov 15, 2018 Peer-reviewed
Machine learning approach for prediction of reaction yield with simulated catalyst parameters

Akira Yada, Kenji Nagata, Yasunobu Ando, Tarojiro Matsumura, Sakina Ichinoseki, Kazuhiko Sato

Chemistry Letters, 47(3) 284-287, 2018 Peer-reviewed
Bayesian probabilistic reconstruction of metamorphic P-T paths using inclusion geothermobarometry

Tatsu Kuwatani, Kenji Nagata, Kenta Yoshida, Masato Okada, Mitsuhiro Toriumi

Journal of Mineralogical and Petrological Sciences, 113(2) 82-95, 2018 Peer-reviewed
Simultaneous Estimation of Noise Variance and Number of Peaks in Bayesian Spectral Deconvolution

Satoru Tokuda, Kenji Nagata, Masato Okada

JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 86(2), Feb, 2017 Peer-reviewed
Bayesian Approach to Effective Model of NiGa2S4 Triangular Lattice with Boltzmann Factor

Hikaru Takenaka, Kenji Nagata, Takashi Mizokawa, Masato Okada

JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 85(12), Dec, 2016 Peer-reviewed
Extraction of Latent Dynamical Structure from Time-Series Spectral Data

Shin Murata, Kenji Nagata, Makoto Uemura, Masato Okada

JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 85(10), Oct, 2016 Peer-reviewed
Three levels of data-driven science

Yasuhiko Igarashi, Kenji Nagata, Tatsu Kuwatani, Toshiaki Omori, Yoshinori Nakanishi-Ohno, Masato Okada

INTERNATIONAL MEETING ON HIGH-DIMENSIONAL DATA-DRIVEN SCIENCE (HD3-2015), 699, 2016 Peer-reviewed
NMR spectral analysis using prior knowledge

Takuma Kasai, Kenji Nagata, Masato Okada, Takanori Kigawa

INTERNATIONAL MEETING ON HIGH-DIMENSIONAL DATA-DRIVEN SCIENCE (HD3-2015), 699, 2016 Peer-reviewed
Model Selection of NiGa2S4 Triangular Lattice by Bayesian Inference

Hikaru Takenaka, Kenji Nagata, Takashi Mizokawa, Masato Okada

JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 83(12), Dec, 2014 Peer-reviewed
Oscillations in Spurious States of the Associative Memory Model with Synaptic Depression

Shin Murata, Yosuke Otsubo, Kenji Nagata, Masato Okada

JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 83(12), Dec, 2014 Peer-reviewed
Machine-learning techniques for geochemical discrimination of 2011 Tohoku tsunami deposits

Tatsu Kuwatani, Kenji Nagata, Masato Okada, Takahiro Watanabe, Yasumasa Ogawa, Takeshi Komai, Noriyoshi Tsuchiya

SCIENTIFIC REPORTS, 4, Nov, 2014 Peer-reviewed
Verification of Effectiveness of a Probabilistic Algorithm for Latent Structure Extraction Using an Associative Memory Model

Kensuke Wakasugi, Tatsu Kuwatani, Kenji Nagata, Hideki Asoh, Masato Okada

JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 83(10), Oct, 2014 Peer-reviewed
Markov-random-field modeling for linear seismic tomography

Tatsu Kuwatani, Kenji Nagata, Masato Okada, Mitsuhiro Toriumi

PHYSICAL REVIEW E, 90(4), Oct, 2014 Peer-reviewed
Real Time Ligand-Induced Motion Mappings of AChBP and nAChR Using X-ray Single Molecule Tracking

Hiroshi Sekiguchi, Yasuhito Suzuki, Yuri Nishino, Suzuko Kobayashi, Yoshiko Shimoyama, Weiyan Cai, Kenji Nagata, Masato Okada, Kouhei Ichiyanagi, Noboru Ohta …

SCIENTIFIC REPORTS, 4, Sep, 2014 Peer-reviewed
Code-division multiple-access multiuser demodulator by using quantum fluctuations

Yosuke Otsubo, Jun-ichi Inoue, Kenji Nagata, Masato Okada

PHYSICAL REVIEW E, 90(1), Jul, 2014 Peer-reviewed
Novel method to classify hemodynamic response obtained using multi-channel fNIRS measurements into two groups: exploring the combinations of channels

Hiroko Ichikawa, Jun Kitazono, Kenji Nagata, Akira Manda, Keiichi Shimamura, Ryoichi Sakuta, Masato Okada, Masami K. Yamaguchi, So Kanazawa, Ryusuke Kakigi

FRONTIERS IN HUMAN NEUROSCIENCE, 8, Jul, 2014 Peer-reviewed
Markov random field modeling for mapping geofluid distributions from seismic velocity structures

Tatsu Kuwatani, Kenji Nagata, Masato Okada, Mitsuhiro Toriumi

EARTH PLANETS AND SPACE, 66, Apr, 2014 Peer-reviewed
Distribution estimation of hyperparameters in Markov random field models

Yoshinori Nakanishi-Ohno, Kenji Nagata, Hayaru Shouno, Masato Okada

JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 47(4), Jan, 2014 Peer-reviewed
Inter-Layer Correlation in a Feed-Forward Network with Intra-Layer Common Noise

Ryo Karakida, Yasuhiko Igarashi, Kenji Nagata, Masato Okada

JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 82(6), Jun, 2013 Peer-reviewed
Effect of quantum fluctuation in error-correcting codes

Yosuke Otsubo, Jun-ichi Inoue, Kenji Nagata, Masato Okada

PHYSICAL REVIEW E, 86(5), Nov, 2012 Peer-reviewed