NAKANISHI YOSHINORI 中西義典

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NAKANISHI Yoshinnori 中西義典

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Researcher Number	00767296
Other IDs
Affiliation (Current)	2025: 同志社大学, 文化情報学部, 准教授
Affiliation (based on the past Project Information) *help	2021 – 2022: 同志社大学, 文化情報学部, 准教授 2017 – 2020: 東京大学, 大学院総合文化研究科, 助教
Review Section/Research Field	Principal Investigator Soft computing Except Principal Investigator Medium-sized Section 13:Condensed matter physics and related fields / Complex systems
Keywords	Principal Investigator ベイズ推論 / 相転移 / 状態方程式 / 統計力学 / LASSO / ハイパーパラメータ / 交差検証 / スパースモデリング / 圧縮センシング Except Principal Investigator スパースモデリング … More / 強相関電子系 / 角度分解光電子分光 / データ科学 / フェルミオロジー / フェルミ面 / コンプトン散乱 / 圧縮センシング / 計算統計 / 統計科学 / 物性基礎論 / 逐次モンテカルロ法 / カルシウムイメージング / 脳科学 / ベイズ推定 / 神経科学 / 計算物理 / 走査プローブ顕微鏡 / モデル化 / 統計力学 / 化学反応 / 走査型トンネル顕微鏡 / 近似ベイズ計算 / ベイズ統計 / マルコフ連鎖モンテカルロ法 / ベイズ推論 / データ駆動科学 Less

Information extraction and experimental design in condensed-matter experiments based on high-performance computational statistics
- Principal Investigator
  
  Otsuki Junya
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Challenging Research (Pioneering)
- Review Section
  
  Medium-sized Section 13:Condensed matter physics and related fields
- Research Institution
  Okayama University
Breakthrough of limits in compressed sensing by the picture of phase transitionPrincipal Investigator
- Principal Investigator
  
  Nakanishi Yoshinori
- Project Period (FY)
  2017 – 2021
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Soft computing
- Research Institution
  Doshisha University
  The University of Tokyo
Extraction of laws of nature by merging physical modeling and sparse modeling
- Principal Investigator
  
  Hukushima Koji
- Project Period (FY)
  2013 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  The University of Tokyo

All 2022 2021 2020 2019 2018 2017 2016 Other

All Journal Article Presentation Other

[Journal Article] Robust surface structure analysis with reliable uncertainty estimation using the exchange Monte Carlo method2020
- Author(s)
  Nagai Kazuki、Anada Masato、Nakanishi-Ohno Yoshinori、Okada Masato、Wakabayashi Yusuke
- Journal Title
  
  Journal of Applied Crystallography
  
  Volume: 53 Issue: 2 Pages: 387-392
- DOI
  10.1107/s1600576720001314
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12749, KAKENHI-PROJECT-20K20522
[Journal Article] Multiplication Method for Fine-Tuning Regularization Parameter of a Sparse Modeling Technique Tentatively Optimized via Cross Validation2020
- Author(s)
  Nakanishi-Ohno Yoshinori、Yamasaki Yuichi
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 89 Issue: 9 Pages: 094804-094804
- DOI
  10.7566/jpsj.89.094804
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K20522, KAKENHI-PROJECT-17K12749, KAKENHI-PROJECT-19H04399
[Journal Article] 走査トンネル分光法の圧縮センシング―計測の効率に関する限界と可能性―2019
- Author(s)
  中西(大野)義典、福島孝治
- Journal Title
  
  固体物理
  
  Volume: 54 Pages: 343-351
- Data Source
  KAKENHI-PROJECT-17K12749
[Journal Article] Exhaustive Search for Sparse Variable Selection in Linear Regression2018
- Author(s)
  Igarashi Yasuhiko、Takenaka Hikaru、Nakanishi-Ohno Yoshinori、Uemura Makoto、Ikeda Shiro、Okada Masato
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 87 Issue: 4 Pages: 044802-044802
- DOI
  10.7566/jpsj.87.044802
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12749, KAKENHI-PLANNED-25120008, KAKENHI-PLANNED-25120009, KAKENHI-PROJECT-15J07765
[Journal Article] ES-DoS: Exhaustive search and density-of-states estimation as a general framework for sparse variable selection.2018
- Author(s)
  Igarashi, Y., Ichikawa, H., Nakanishi-Ohno, Y., Takenaka, H., Kawabata, D., Eifuku, S., Tamura, R., Nagata, K., & Okada, M.
- Journal Title
  
  Journal of Physics: Conference Series.
  
  Volume: 1036 Pages: 1-13
- DOI
  10.1088/1742-6596/1036/1/012001
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K21403, KAKENHI-PROJECT-17K12735, KAKENHI-PROJECT-17K12749
[Journal Article] Statistical mechanical analysis of sparse linear regression as a variable selection problem2018
- Author(s)
  Obuchi Tomoyuki、Nakanishi-Ohno Yoshinori、Okada Masato、Kabashima Yoshiyuki
- Journal Title
  
  Journal of Statistical Mechanics: Theory and Experiment
  
  Volume: 2018 Issue: 10 Pages: 103401-103401
- DOI
  10.1088/1742-5468/aae02c
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12749, KAKENHI-PROJECT-17H00764
[Journal Article] Data-driven diagnosis for compressed sensing with cross validation2018
- Author(s)
  Nakanishi-Ohno Yoshinori、Hukushima Koji
- Journal Title
  
  Physical Review E
  
  Volume: 98 Issue: 5 Pages: 052120-052120
- DOI
  10.1103/physreve.98.052120
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12749
[Journal Article] Spatial coherence of the insulating phase in quasi-two-dimensional LaNiO3 films2018
- Author(s)
  Anada Masato、Kowa Kazuhiro、Maeda Hiroki、Sakai Enju、Kitamura Miho、Kumigashira Hiroshi、Sakata Osami、Nakanishi-Ohno Yoshinori、Okada Masato、Kimura Tsuyoshi、Wakabayashi Yusuke
- Journal Title
  
  Physical Review B
  
  Volume: 98 Issue: 1 Pages: 014105-014105
- DOI
  10.1103/physrevb.98.014105
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K12749, KAKENHI-PROJECT-18K14130, KAKENHI-ORGANIZER-26105001, KAKENHI-PLANNED-26105008, KAKENHI-PROJECT-15H02109, KAKENHI-PROJECT-16H02115, KAKENHI-INTERNATIONAL-15K21719
[Journal Article] Data-driven diagnosis for compressed sensing algorithms2018
- Author(s)
  Nakanishi-Ohno Y、Hukushima K
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: 1036 Pages: 012014-012014
- DOI
  10.1088/1742-6596/1036/1/012014
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12749
[Journal Article] Data-driven diagnosis for compressed sensing algorithms2018
- Author(s)
  Nakanishi-Ohno Yoshinori、Hukushima Koji
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: in press
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12749
[Journal Article] Influence of Averaging Preprocessing on Image Analysis with a Markov Random Field Model2018
- Author(s)
  Sakamoto Hirotaka、Nakanishi-Ohno Yoshinori、Okada Masato
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 87 Issue: 2 Pages: 024802-024802
- DOI
  10.7566/jpsj.87.024802
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K12749, KAKENHI-PROJECT-17J08634
[Journal Article] Bayesian inference of metal oxide ultrathin film structure based on crystal truncation rod measurements2017
- Author(s)
  Anada Masato、Nakanishi-Ohno Yoshinori、Okada Masato、Kimura Tsuyoshi、Wakabayashi Yusuke
- Journal Title
  
  Journal of Applied Crystallography
  
  Volume: 50 Issue: 6 Pages: 1611-1616
- DOI
  10.1107/s1600576717013292
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12749, KAKENHI-INTERNATIONAL-15K21719, KAKENHI-PROJECT-26287080, KAKENHI-ORGANIZER-26105001, KAKENHI-PLANNED-26105008
[Journal Article] Compressed Sensing in Scanning Tunneling Microscopy / Spectroscopy for Observation of Quasi-Particle Interference2016
- Author(s)
  Yoshinori Nakanishi-Ohno, Masahiro Haze, Yasuo Yoshida, Koji Hukushima, Yukio Hasegawa
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 85 Issue: 9 Pages: 093702-093702
- DOI
  10.7566/jpsj.85.093702
- NAID
  210000134067
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-16H01534, KAKENHI-PLANNED-25120009, KAKENHI-PLANNED-25120010, KAKENHI-PROJECT-16K17744, KAKENHI-PROJECT-16H02109, KAKENHI-PROJECT-25707025
[Presentation] 圧縮センシングによるコンプトン散乱データからのフェルミ面再構成と実験計画2022
- Author(s)
  大槻純也, 吉見一慶, 中西（大野）義典, M. Sekania, L. Chioncel, 水牧仁一朗
- Organizer
  日本物理学会第77回年次大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] Compressed sensing in scanning tunneling spectroscopy2022
- Author(s)
  Yoshinori Nakanishi-Ohno
- Organizer
  The 11th Conference of the Asian Regional Section of the International Association for Statistical Computing (IASC-ARS)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] Compressed sensing in scanning tunneling spectroscopy2022
- Author(s)
  Yoshinori Nakanishi-Ohno
- Organizer
  The 11th Conference of the Asian Regional Section of the International Association for Statistical Computing (IASC-ARS)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20522
[Presentation] 圧縮センシングによるコンプトン散乱データからのフェルミ面再構成と実験計画2022
- Author(s)
  大槻純也，吉見一慶，中西（大野）義典，M. Sekania，L. Chioncel，水牧仁一朗
- Organizer
  日本物理学会第77回年次大会（オンライン開催）
- Data Source
  KAKENHI-PROJECT-20K20522
[Presentation] 共役変数を用いたガウス過程回帰の再定式化と統計物理的解析2021
- Author(s)
  長野泰志、中西（大野）義典、福島孝治
- Organizer
  日本物理学会第76回年次大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 共役変数を用いたガウス過程回帰の再定式化と統計物理的解析2021
- Author(s)
  長野泰志, 中西(大野)義典, 福島孝治
- Organizer
  日本物理学会第76回年次大会
- Data Source
  KAKENHI-PROJECT-20K20522
[Presentation] コンプトン散乱データからのフェルミ面再構成：圧縮センシングの応用2021
- Author(s)
  大槻純也, 吉見一慶, 中西（大野）義典, M. Sekania, L. Chioncel, 水牧仁一朗
- Organizer
  日本物理学会2021年秋季大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] コンプトン散乱データからのフェルミ面再構成：圧縮センシングの応用2021
- Author(s)
  大槻純也，吉見一慶，中西（大野）義典，M. Sekania，L. Chioncel，水牧仁一朗
- Organizer
  日本物理学会 2021年秋季大会（オンライン開催）
- Data Source
  KAKENHI-PROJECT-20K20522
[Presentation] ガウス過程回帰の摂動論的近似2020
- Author(s)
  長野泰志, 中西(大野)義典, 福島孝治
- Organizer
  第23回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-20K20522
[Presentation] ガウス過程回帰の摂動論的近似2020
- Author(s)
  長野泰志、中西（大野）義典、福島孝治
- Organizer
  日本物理学会2020年秋季大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 推定誤差を最小化するL1正則化パラメータと交差検証との関係2020
- Author(s)
  中西(大野)義典、山崎裕一
- Organizer
  日本物理学会第75回年次大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] ガウス過程回帰の摂動論的近似2020
- Author(s)
  長野泰志、中西（大野）義典、福島孝治
- Organizer
  第23回情報論的学習理論ワークショップ(IBIS2020)
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] ガウス過程回帰の摂動論的近似2020
- Author(s)
  長野泰志, 中西(大野)義典, 福島孝治
- Organizer
  日本物理学会2020年秋季大会
- Data Source
  KAKENHI-PROJECT-20K20522
[Presentation] パーセプトロンのBayes学習における訂正誤差の解析2020
- Author(s)
  長野泰志、中西(大野)義典、福島孝治
- Organizer
  日本物理学会第75回年次大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 圧縮センシングの限界と可能性2019
- Author(s)
  中西義典
- Organizer
  駒場物性セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 生成物時間分析実験データのベイズ推論による解析2019
- Author(s)
  安倍雅史、水野雄太、板子健太郎、中西(大野)義典、佐々木岳彦、福島孝治
- Organizer
  日本物理学会2019年秋季大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] パーセプトロンのBayes学習におけるノイズあり教師の誤り訂正2019
- Author(s)
  長野泰志、中西(大野)義典、福島孝治
- Organizer
  日本物理学会2019年秋季大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] ベイズ推論が繋ぐ陽電子回折と表面構造解析2019
- Author(s)
  中西（大野）義典
- Organizer
  第66回応用物理学会春季学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] X線CTR散乱による界面構造解析に資するベイズ推論2019
- Author(s)
  中西義典
- Organizer
  第９回極限物質科学研究会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] ペロブスカイト型酸化物の界面構造解析：交換モンテカルロ法による確度評価2019
- Author(s)
  永井和樹、穴田壮人、中西(大野)義典、岡田真人、若林裕助
- Organizer
  日本物理学会2019年秋季大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 表面回折データとベイズ推論2019
- Author(s)
  中西義典
- Organizer
  研究会「データ駆動科学と次世代計算科学」
- Invited
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 交差検証誤差の度数分布解析2019
- Author(s)
  中西（大野）義典
- Organizer
  日本物理学会第74回年次大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 陽電子回折データからベイズ推論をするためのモデリング2018
- Author(s)
  中西（大野）義典
- Organizer
  第2回陽電子回折研究会
- Invited
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] LASSOに関する交差検証誤差の訓練／検証データ量比依存性2018
- Author(s)
  中西（大野）義典
- Organizer
  日本物理学会第78回年次大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] LASSO変数選択による予測と発見のデータ駆動診断2018
- Author(s)
  中西（大野）義典
- Organizer
  日本物理学会2018年秋季大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 物理計測により得られる物質科学の画像データについて準粒子干渉実験の圧縮センシングから考えること2018
- Author(s)
  中西義典
- Organizer
  第10回放射光学会若手研究会
- Invited
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 圧縮センシング―効率的な計測を計画する論理―の限界と可能性2018
- Author(s)
  中西（大野）義典
- Organizer
  日本物理学会北陸支部特別講演会
- Invited
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] Data-driven diagnosis for compressed sensing algorithms2017
- Author(s)
  Nakanishi-Ohno Yoshinori
- Organizer
  International Meeting on "High-Dimensional Data-Driven Science"
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 交差検証による圧縮センシング成否診断法の開発2017
- Author(s)
  中西（大野）義典, 福島孝治
- Organizer
  日本物理学会
- Data Source
  KAKENHI-PLANNED-25120010
[Presentation] 交差検証による圧縮センシング成否診断法の開発2017
- Author(s)
  中西（大野）義典
- Organizer
  日本物理学会2017年秋季大会
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 放射光X線回折とベイズモデリングの融合による表面・界面科学の新展開2017
- Author(s)
  中西（大野）義典
- Organizer
  第4回放射光連携研究ワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 生成物時間分析による触媒反応ダイナミクスのベイズ推論2017
- Author(s)
  安倍雅史A, 福島孝治A, B, 中西（大野）義典A, 水野雄太A, 佐々木岳彦C, 板子健太郎C
- Organizer
  日本物理学会
- Data Source
  KAKENHI-PLANNED-25120010
[Presentation] Data-driven diagnosis for compressed sensing with sparse modeling2017
- Author(s)
  Nakanishi-Ohno Yoshinori
- Organizer
  Workshop 'Development of next-generation quantum material research platform'
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 圧縮センシングとその成否診断2017
- Author(s)
  中西（大野）義典
- Organizer
  東京大学物性研究所理論インフォーマルセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-17K12749
[Presentation] 圧縮センシングによる準粒子干渉計測の高速化・高分解能化2017
- Author(s)
  中西（大野）義典
- Organizer
  2017年真空・表面科学合同講演会
- Invited
- Data Source
  KAKENHI-PROJECT-17K12749
[]

1. Hukushima Koji (80282606)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
2. TODO Shinji (10291337)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. Otsuki Junya (60513877)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
4. 大森敏明 (10391898)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 吉見一慶 (10586910)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
6. 横谷尚睦 (90311646)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. YOSHIDA Yasuo

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
8. 市川寛子

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

NAKANISHI YOSHINORI 中西 義典

NAKANISHI Yoshinnori 中西 義典

Research Projects

Research Products

Co-Researchers

Information extraction and experimental design in condensed-matter experiments based on high-performance computational statistics

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Breakthrough of limits in compressed sensing by the picture of phase transitionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Extraction of laws of nature by merging physical modeling and sparse modeling

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Robust surface structure analysis with reliable uncertainty estimation using the exchange Monte Carlo method2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Multiplication Method for Fine-Tuning Regularization Parameter of a Sparse Modeling Technique Tentatively Optimized via Cross Validation2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 走査トンネル分光法の圧縮センシング―計測の効率に関する限界と可能性―2019

Author(s)

Journal Title

Data Source

[Journal Article] Exhaustive Search for Sparse Variable Selection in Linear Regression2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] ES-DoS: Exhaustive search and density-of-states estimation as a general framework for sparse variable selection.2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Statistical mechanical analysis of sparse linear regression as a variable selection problem2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Data-driven diagnosis for compressed sensing with cross validation2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Spatial coherence of the insulating phase in quasi-two-dimensional LaNiO3 films2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Data-driven diagnosis for compressed sensing algorithms2018

Author(s)

Journal Title

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[Journal Article] Data-driven diagnosis for compressed sensing algorithms2018

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[Journal Article] Influence of Averaging Preprocessing on Image Analysis with a Markov Random Field Model2018

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[Journal Article] Bayesian inference of metal oxide ultrathin film structure based on crystal truncation rod measurements2017

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NAKANISHI YOSHINORI 中西義典

NAKANISHI Yoshinnori 中西義典