In this tutorial review, we will describe crucial aspects related to the application of machine
learning to help users avoid the most common pitfalls. The examples we present will be …

Experimental studies of charge transport through single molecules often rely on break
junction setups, where molecular junctions are repeatedly formed and broken while …

Improved understanding of charge-transport in single molecules is essential for harnessing
the potential of molecules, eg, as circuit components at the ultimate size limit. However …

Single-molecule electrical characterization reveals the events occurring at the nanoscale,
which provides guidelines for molecular materials and devices. However, data analysis to …

The stochastic nature of single-molecule charge transport measurements requires collection
of large data sets to capture the full complexity of a molecular system. Data analysis is then …

Single-molecule measurements of single-molecule conductance between metal nanogap
electrodes have been actively investigated for molecular electronics, biomolecular analysis …

Interpretation of single molecule transport data is complicated by the fact that all such data
are inherently highly stochastic in nature. Features are often broad, seemingly unstructured …

We numerically isolate the limits of validity of the Landauer approximation to describe
charge transport along molecular junctions in condensed phase environments. To do so, we …

Electron transfer reactions can now be followed at the single-molecule level, but the
connection between the microscopic and macroscopic data remains to be understood. By …

Electron transfer (ET) is a fundamental process in chemistry and biochemistry, and
electronic coupling is an important determinant of the rate of ET. However, the electronic …