From Physical Principles to ML-Ready Representations: A Unified Framework for Scanning Tunneling Microscopy

Xueqian Pang, Mohan Xu, Xin Yu, Richard Gubo, Qianxi Song, Yukun Wang, Yong-Wang Li, Pengju Ren, Xiao-Dong Wen

Open source

DOI
10.1021/acs.jpclett.6c02445
Published
2026-10-15
Container
The Journal of Physical Chemistry Letters
Publisher
American Chemical Society (ACS)
Open access
unknown

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BibTeX

@article{allodium:10.1021/acs.jpclett.6c02445,
  title = {From Physical
Principles to ML-Ready Representations:
A Unified Framework for Scanning Tunneling Microscopy},
  author = {Xueqian Pang and Mohan Xu and Xin Yu and Richard Gubo and Qianxi Song and Yukun Wang and Yong-Wang Li and Pengju Ren and Xiao-Dong Wen},
  year = {2026},
  journal = {The Journal of Physical
Chemistry Letters},
  doi = {10.1021/acs.jpclett.6c02445},
  url = {https://doi.org/10.1021/acs.jpclett.6c02445}
}

RIS

TY  - JOUR
TI  - From Physical
Principles to ML-Ready Representations:
A Unified Framework for Scanning Tunneling Microscopy
AU  - Xueqian Pang
AU  - Mohan Xu
AU  - Xin Yu
AU  - Richard Gubo
AU  - Qianxi Song
AU  - Yukun Wang
AU  - Yong-Wang Li
AU  - Pengju Ren
AU  - Xiao-Dong Wen
PY  - 2026
JO  - The Journal of Physical
Chemistry Letters
DO  - 10.1021/acs.jpclett.6c02445
UR  - https://doi.org/10.1021/acs.jpclett.6c02445
ER  - 

APA

Pang, X., Xu, M., Yu, X., Gubo, R., Song, Q., Wang, Y., Li, Y., Ren, P., & Wen, X. (2026). From Physical Principles to ML-Ready Representations: A Unified Framework for Scanning Tunneling Microscopy. The Journal of Physical Chemistry Letters. https://doi.org/10.1021/acs.jpclett.6c02445

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