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DIAO ZHUO
DIAO ZHUO
DIAO ZHUO
DIAO ZHUO
Institutional repository
Graduate School of Engineering Science　Department of Systems Innovation, Assistant Professor
Institutional repository

Research History 1

  1. 2024/04 - Present
    Osaka University　Graduate School of Engineering Science

Education 1

  1. Osaka University　Graduate School of Engineering Science　Department of Systems Innovation Division of Advanced Electronics and Optical Science

    2021/04 - 2024/03

Research Areas 3

  1. Manufacturing technology (mechanical, electrical/electronic, chemical engineering) / Control and systems engineering /

  2. Manufacturing technology (mechanical, electrical/electronic, chemical engineering) / Measurement engineering /

  3. Nanotechnology/Materials / Nano/micro-systems /

Papers 12

  1. STM study of unusual link structure formation on rutile TiO2(110)-(1×2) surface induced by water adsorption and low-temperature annealing

    Fengxuan Li, Daiki Katsube, Zhuo Diao, Hayato Yamashita, Masayuki Abe

    Physica Scripta　2025/07/01　Research paper (scientific journal)

  2. A metaverse laboratory setup for interactive atom visualization and manipulation with scanning probe microscopy

    Zhuo Diao, Hayato Yamashita, Masayuki Abe

    Scientific Reports　2025/05/20　Research paper (scientific journal)

  3. Anchor point based image registration for absolute scale topographic structure detection in microscopy.

    Zhuo Diao, Zijie Meng, Fengxuan Li, Linfeng Hou, Hayato Yamashita, Tetsuya Tohei, Masayuki Abe, Akira Sakai

    Scientific reports　Vol. 15　No. 1　p. 13486-13486　2025/04/18　Research paper (scientific journal)

  4. Leveraging Large Language Model and Social Network Service for Automation in Scanning Probe Microscopy

    ZHUO DIAO, Hayato Yamashita, Masayuki Abe

    Measurement Science and Technology　2025/03/11　Research paper (scientific journal)

  5. Enhancing memristor multilevel resistance state with linearity potentiation via the feedforward pulse scheme

    Zhuo Diao, Ryohei Yamamoto, Zijie Meng, Tetsuya Tohei, Akira Sakai

    Nanoscale Horizons　2025　Research paper (scientific journal)

  6. AI‐Equipped Scanning Probe Microscopy for Autonomous Site‐Specific Atomic‐Level Characterization at Room Temperature

    Zhuo Diao, Keiichi Ueda, Linfeng Hou, Fengxuan Li, Hayato Yamashita, Masayuki Abe

    Small Methods　2025/01　Research paper (scientific journal)

  7. Existence probabilities of single Si atoms diffusing in Si(111)-(7 × 7) half-unit cells at room temperature

    K. Ueda, Z. Diao, L. Hou, H. Yamashita, M. Abe

    Applied Physics Letters　2024/07/22　Research paper (scientific journal)

  8. Feature correlation method for image reconstruction evaluation in under-sampled scanning probe microscopy

    Keiichi Ueda, Zhuo Diao, Linfeng Hou, Hayato Yamashita, Masayuki Abe

    Japanese Journal of Applied Physics　2024/04/01　Research paper (scientific journal)

  9. Time-reduction imaging method for scanning-probe microscopy using a compressed sensing algorithm based on sequential reconstruction method

    Keiichi Ueda, Diao Zhuo, Linfeng Hou, Hayato Yamashita, Masayuki Abe

    Journal of the Ceramic Society of Japan　Vol. 131　No. 10　p. 645-650　2023/10/01　Research paper (scientific journal)

    Publisher: Ceramic Society of Japan

  10. Probe conditioning via convolution neural network for scanning probe microscopy automation

    Zhuo Diao, Linfeng Hou, Masayuki Abe

    Applied Physics Express　2023/08/01　Research paper (scientific journal)

  11. Automatic drift compensation for nanoscale imaging using feature point matching

    Zhuo Diao, Keiichi Ueda, Linfeng Hou, Hayato Yamashita, Oscar Custance, Masayuki Abe

    Applied Physics Letters　2023/03/20　Research paper (scientific journal)

  12. Automated extraction of the short-range part of the interaction in non-contact atomic force microscopy

    Zhuo Diao, Daiki Katsube, Hayato Yamashita, Yoshiaki Sugimoto, Oscar Custance, Masayuki Abe

    Applied Physics Letters　Vol. 117　No. 3　p. 033104-033104　2020/07/20　Research paper (scientific journal)

    Publisher: {AIP} Publishing

Presentations 20

  1. 走査型プローブ顕微鏡を用いたナノスケールの実空間可視化を補助する Mixed realityインタフェース

    Diao Zhuo, 山下 隼人, 阿部 真之

    第 71 回応用物理春季学術講演会　2024/03

  2. AI 言語モデルを用いたSNS コマンド型走査型プローブ顕微鏡自動計測エージェントの開発

    Diao Zhuo, 山下 隼人, 阿部 真之

    第71回応用物理春季学術講演会　2024/03

  3. Analysis of Si atom diffusion on Si(111)-(7×7) with multiple scanning tunneling microscopy images

    Keiichi Ueda, Zhuo Diao, Hayato Yamashita, Masayuki Abe

    31st ICSPM　2023/12

  4. Evaluation Methods for Under-Sampled Scanning Probe Microscopy with Feature Correlation

    Keiichi Ueda, Zhuo Diao, Hayato Yamashita, Masayuki Abe

    MNC2023　2023/11

  5. Surface information detection of scanning probe microscopy topography data via CompositeNetwork

    Zhuo Diao, Keiichi Ueda, Linfeng Hou, Masayuki Abe

    MNC2023　2023/10

  6. Deep Learning-Assisted Room-Temperature Scanning Probe Microscopy for Autonomous Surface Characterization

    Zhuo Diao, Keiichi Ueda, Linfeng Hou, Masayuki Abe

    Nanocon 2023　2023/10

  7. Under-sampled SPM に 関する評価手法の開発

    上田啓市, DIAO ZHUO, Hou Linfeng, 山下隼人, 阿部真之

    日本顕微鏡学会第 79 回学術講演会　2023/06

  8. 特徴点マッチングを用いたナノスケールイメージングに向けた自動ドリフト補正システム

    Diao Zhuo, 上田 啓市, Hou Linfeng, 山下 隼人, ustance Oscar, 阿部 真之

    第 70 回応用物理春季学術講演会　2023/03

  9. 畳み込みニューラルネットワーク を用いたSPM探針先端修復システム

    Diao Zhuo, Hou Linfeng, Oscar Custance, 阿部 真之

    第70回応用物理春季学術講演会　2023/03

  10. 圧縮センシングを応用 した 時間短縮 SPM の開発

    上田啓市, DIAO ZHUO, Hou Linfeng, 山下隼人, 阿部真之

    第 70 回応用物理春季学術講演会　2023/03

  11. Automatic thermal drift compensation for scanning probe microscopy using the feature point extraction

    Zhuo Diao, Keiichi Ueda, Linfeng Hou, Hayato Yamashita, Oscar Custance, Masayuki Abe

    ALC’22　2022/10

  12. Unnder sampled imaging method of scanning tunneling microscopy

    Keiichi Ueda, Zhuo Diao, Hayato Yamashita, Masayuki Abe

    29th ICSPM　2021/12

  13. Separation of short and long range forces of force spectroscopy by Monte Carlo method

    Zhuo Diao, Daiki Katsube, Hayato Yamashita, Masayuki Abe

    MNC 2020　2020/11

  14. モンテカルロ法による NC-AFM の フォースカーブの解析

    DIAO ZHUO, 勝部 大樹, 山下 隼人, 阿部 真之

    第 81 回応用物理学会春季学術講演会　2020/09

  15. ベイズ推定を用いたNC-AFM の短距離力の抽出および異なる探針のフォースカーブの比較

    DIAO ZHUO, 勝部 大樹, 山下 隼人, 阿部 真之

    第 67 回応用物理学会春季学術講演会　2020/03

  16. Bayesian inference on non-contact atomic force microscopy force spectroscopy analysis

    Zhuo Diao, Daiki Katsube, Hayato Yamashita, Masayuki Abe

    MLM2020　2020/01

  17. 機械学習を用いたフォース マッピングの自動解析

    DIAO ZHUO, 勝部大樹, 山下隼人, 杉本宜昭, 阿部真之

    第 80 回応用物理学会秋季学術講演会　2019/09

  18. 機械学習を用いた周波数シフトカーブ の自動解析

    DIAO ZHUO, 杉本宜昭, 勝部大樹, 阿部真之

    日本表面真空学会学術講演会　2018/11

  19. Machine-learning Extraction of Short-Range Force Part with Non-contact Atomic Force Microscopy

    Zhuo Diao, Yoshiaki Sugimoto, Daiki Katsube, Masayuki Abe

    ACSIN-14 & ICSPM26　2018/10

  20. 機械学習を用いた周波数シフトカーブの自動処理法

    DIAO ZHUO, 勝部 大樹, 阿部 真之

    第 79 回応用物理学会秋季学術講演会　2018/09

Institutional Repository 1

Content Published in the University of Osaka Institutional Repository (OUKA)

  1. AI-Equipped Scanning Probe Microscopy for Autonomous Site-Specific Atomic-Level Characterization at Room Temperature

    Diao Zhuo, Ueda Keiichi, Hou Linfeng, Li Fengxuan, Yamashita Hayato, Abe Masayuki

    Small Methods　Vol. 9　No. 1　2024/09/06