Nature Communications

Performance improvement of single-molecule sensors through deep learning-based decoding of tunneling signals enables sub-attomolar sensitivity

X Xinhuan Zhang Z Ziyang Wang (State Key Laboratory of Flexible Electronics (LoFE) & Institute of Flexible Electronics (IFE)) P Ping Duan X Xijuan Wang Y Yiming Chen Y Yuxiao Chen M Manqiu Ma B Bailin Gao C Chuanxiang Chen Z Zhichao Pan C Chuancheng Jia (Center of Single-Molecule Sciences, Institute of Modern Optics, Frontiers Science Center for New Organic Matter, Tianjin Key Laboratory of Micro-scale Optical Information Science and Technology, College of Electronic Information and Optical Engineering, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin 300350, P. R. China) S Saisai Yuan
Download PDF View Original
APA MLA Chicago BibTeX RIS

Article Details

Volume / Issue Vol. 17, Issue 1
Published April 21, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio
ISSN: 2041-1723 Open Access Life Sciences

Authors (12)

X

Xinhuan Zhang

Z

Ziyang Wang

State Key Laboratory of Flexible Electronics (LoFE) & Institute of Flexible Electronics (IFE)

P

Ping Duan

X

Xijuan Wang

Y

Yiming Chen

Y

Yuxiao Chen

M

Manqiu Ma

B

Bailin Gao

C

Chuanxiang Chen

Z

Zhichao Pan

C

Chuancheng Jia

Center of Single-Molecule Sciences, Institute of Modern Optics, Frontiers Science Center for New Organic Matter, Tianjin Key Laboratory of Micro-scale Optical Information Science and Technology, College of Electronic Information and Optical Engineering, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin 300350, P. R. China

S

Saisai Yuan

Related Articles from this Journal

Synthesis of adaptive 15N-nitrosyl-Co7 nanocluster for electrocatalytic C–H functionalization

Chao Wu, Xu Zhang et al. Aug 2026 10.1038/s41467-026-76516-1

Pan-Ebolavirus nanoparticle vaccine provides protection in rodents from lethal infection by Zaire and Sudan viruses

Connor Weidle, Natalie Brunette et al. Aug 2026 10.1038/s41467-026-76114-1

Multi-population GWAS meta-analysis identifies bladder cancer susceptibility loci and highlights genetic regulation of smoking-related risk

Ludmila Prokunina-Olsson, Oscar Florez-Vargas et al. Aug 2026 10.1038/s41467-026-76157-4

Genome-wide annotation of human multi-nucleotide variants reveals widespread functional differences from single nucleotide variants

Weiwei Jin, Wen Cao et al. Aug 2026 10.1038/s41467-026-76470-y

Allele-specific chromatin architecture shapes imprinted domains and coordinates a distal enhancer and antisense transcription at the mouse Mest-Copg2 domain

Bongmin Bae, Katherine Gu et al. Aug 2026 10.1038/s41467-026-76506-3