Molecule graph reconstruction from atomic force microscope images with machine learning

被引：0
|
作者：
Niko Oinonen
Lauri Kurki
Alexander Ilin
Adam S. Foster
机构：
[1] Aalto University,Department of Applied Physics
[2] Aalto University,Department of Computer Science
[3] Kanazawa University,WPI Nano Life Science Institute (WPI
来源：
MRS Bulletin | 2022年 / 47卷
关键词：
Scanning probe microscopy; Atomic force microscopy; Machine learning; Graph neural network;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：895 / 905
页数：10
相关论文
共 50 条
  • [1] Molecule graph reconstruction from atomic force microscope images with machine learning
    Oinonen, Niko
    Kurki, Lauri
    Ilin, Alexander
    Foster, Adam S.
    [J]. MRS BULLETIN, 2022, 47 (09) : 895 - 905
  • [2] An artificial intelligence atomic force microscope enabled by machine learning
    Huang, Boyuan
    Li, Zhenghao
    Li, Jiangyu
    [J]. NANOSCALE, 2018, 10 (45) : 21320 - 21326
  • [3] Optimal sampling and reconstruction of undersampled atomic force microscope images using compressive sensing
    Han, Guoqiang
    Lin, Bo
    [J]. ULTRAMICROSCOPY, 2018, 189 : 85 - 94
  • [4] TIP RECONSTRUCTION FOR THE ATOMIC-FORCE MICROSCOPE
    MILLER, R
    VESENKA, J
    HENDERSON, E
    [J]. SIAM JOURNAL ON APPLIED MATHEMATICS, 1995, 55 (05) : 1362 - 1371
  • [5] Properties of biomolecules measured from atomic force microscope images: A review
    Hansma, HG
    Kim, KJ
    Laney, DE
    Garcia, RA
    Argaman, M
    Allen, MJ
    Parsons, SM
    [J]. JOURNAL OF STRUCTURAL BIOLOGY, 1997, 119 (02) : 99 - 108
  • [6] Machine learning approach to pattern recognition in atomic force microscopy images
    Giergiel, Magdalena
    Zapotoczny, Bartlomiej
    Konior, Jerzy
    Szymonski, Marek
    [J]. EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS, 2021, 50 (SUPPL 1): : 98 - 98
  • [7] Machine learning of atomic force microscopy images of organic solar cells
    Kobayashi, Yasuhito
    Miyake, Yuta
    Ishiwari, Fumitaka
    Ishiwata, Shintaro
    Saeki, Akinori
    [J]. RSC ADVANCES, 2023, 13 (22) : 15107 - 15113
  • [8] Single molecule force spectroscopy in biology using the atomic force microscope
    Zlatanova, J
    Lindsay, SM
    Leuba, SH
    [J]. PROGRESS IN BIOPHYSICS & MOLECULAR BIOLOGY, 2000, 74 (1-2): : 37 - 61
  • [9] Reconstruction of undersampled atomic force microscope images using block-based compressive sensing
    Han, Guoqiang
    Niu, Yixiang
    Zou, Yu
    Lin, Bo
    [J]. APPLIED SURFACE SCIENCE, 2019, 484 : 797 - 807
  • [10] Error compensation in atomic force microscope scanned images
    Rana, Md. Sohel
    Pota, Hemanshu R.
    Petersen, Ian R.
    [J]. MICRO & NANO LETTERS, 2016, 11 (01) : 38 - 40
12345