Spectral Clustering to Analyze the Hidden Events in Single-Molecule Break Junctions

Hybrid Molecular-Junction Mapping Technique for Simultaneous Measurements of Single-Molecule Electronic Conductance and Its Corresponding Binding Geometry in a Tunneling Junction

(2020) Haijian Chen et al.   ANALYTICAL CHEMISTRY

Using Deep Learning to Identify Molecular Junction Characteristics

(2020) Tianren Fu et al.   NANO LETTERS

Unsupervised Segmentation-Based Machine Learning as an Advanced Analysis Tool for Single Molecule Break Junction Data

(2020) Nathan D. Bamberger et al.   Journal of Physical Chemistry C

Light-Driven Reversible Intermolecular Proton Transfer at Single-Molecule Junctions

(2019) Shuning Cai et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

A reference-free clustering method for the analysis of molecular break-junction measurements

(2019) Damien Cabosart et al.   APPLIED PHYSICS LETTERS

Multicenter-Bond-Based Quantum Interference in Charge Transport Through Single-Molecule Carborane Junctions

(2019) Chun Tang et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Analytical modeling of the junction evolution in single-molecule break junctions: towards quantitative characterization of the time-dependent process

(2019) Zhi-Chao Pan et al.   Science China-Chemistry

Electric field–induced selective catalysis of single-molecule reaction

(2019) Xiaoyan Huang et al.   Science Advances

A novel internal validity index based on the cluster centre and the nearest neighbour cluster

(2018) Shibing Zhou et al.   APPLIED SOFT COMPUTING

Classification of conductance traces with recurrent neural networks

(2018) Kasper P. Lauritzen et al.   JOURNAL OF CHEMICAL PHYSICS

Fast Data Sorting with Modified Principal Component Analysis to Distinguish Unique Single Molecular Break Junction Trajectories

(2018) J. M. Hamill et al.   PHYSICAL REVIEW LETTERS

Comprehensive suppression of single-molecule conductance using destructive σ-interference

(2018) Marc H. Garner et al.   NATURE

Metallic nanoparticle contacts for high-yield, ambient-stable molecular-monolayer devices

(2018) Gabriel Puebla-Hellmann et al.   NATURE

Quantum Interference Effects in Charge Transport through Single-Molecule Junctions: Detection, Manipulation, and Application

(2018) Junyang Liu et al.   ACCOUNTS OF CHEMICAL RESEARCH

Electronic noise due to temperature differences in atomic-scale junctions

(2018) Ofir Shein Lumbroso et al.   NATURE

Transition from Tunneling Leakage Current to Molecular Tunneling in Single-Molecule Junctions

(2018) Junyang Liu et al.   Chem

Uncovering hierarchical data structure in single molecule transport

(2017) Ben H. Wu et al.   JOURNAL OF CHEMICAL PHYSICS

Deep learning for single-molecule science

(2017) Tim Albrecht et al.   NANOTECHNOLOGY

Visualization and analysis of single-cell RNA-seq data by kernel-based similarity learning

(2017) Bo Wang et al.   NATURE METHODS

Single Molecule Nanoelectrochemistry in Electrical Junctions

(2016) Richard J. Nichols et al.   ACCOUNTS OF CHEMICAL RESEARCH

Structure–Property Relationships in Atomic-Scale Junctions: Histograms and Beyond

(2016) Mark S. Hybertsen et al.   ACCOUNTS OF CHEMICAL RESEARCH

Electrostatic catalysis of a Diels–Alder reaction

(2016) Albert C. Aragonès et al.   NATURE

Conductance saturation in a series of highly transmitting molecular junctions

(2016) T. Yelin et al.   NATURE MATERIALS

Unsupervised vector-based classification of single-molecule charge transport data

(2016) Mario Lemmer et al.   Nature Communications

Chemical principles of single-molecule electronics

(2016) Timothy A. Su et al.   Nature Reviews Materials

Single-molecule transistors

(2015) Mickael L. Perrin et al.   CHEMICAL SOCIETY REVIEWS

Ordered nanoparticle arrays interconnected by molecular linkers: electronic and optoelectronic properties

(2015) Jianhui Liao et al.   CHEMICAL SOCIETY REVIEWS

New Insights into Single-Molecule Junctions Using a Robust, Unsupervised Approach to Data Collection and Analysis

(2015) Michael S. Inkpen et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Kondo Effect in a Neutral and Stable All Organic Radical Single Molecule Break Junction

(2015) Riccardo Frisenda et al.   NANO LETTERS

Aromaticity Decreases Single-Molecule Junction Conductance.

(2014) Wenbo Chen et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Correlation Analysis of Atomic and Single-Molecule Junction Conductance

(2012) Péter Makk et al.   ACS Nano

Observation of quantum interference in molecular charge transport

(2012) Constant M. Guédon et al.   Nature Nanotechnology

An extensive comparative study of cluster validity indices

(2012) Olatz Arbelaitz et al.   PATTERN RECOGNITION

Single Molecular Conductance of Tolanes: Experimental and Theoretical Study on the Junction Evolution Dependent on the Anchoring Group

(2011) Wenjing Hong et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Controlling single-molecule conductance through lateral coupling of π orbitals

(2011) Ismael Diez-Perez et al.   Nature Nanotechnology

Mechanical Control of Spin States in Spin-1 Molecules and the Underscreened Kondo Effect

(2010) J. J. Parks et al.   SCIENCE

Observation of molecular orbital gating

(2009) Hyunwook Song et al.   NATURE

Mechanically controlled binary conductance switching of a single-molecule junction

(2009) Su Ying Quek et al.   Nature Nanotechnology

Formation and Evolution of Single-Molecule Junctions

(2009) M. Kamenetska et al.   PHYSICAL REVIEW LETTERS

Molecular junctions based on aromatic coupling

(2008) Songmei Wu et al.   Nature Nanotechnology