The first step in the construction of a regression model or a data-driven analysis, aiming to
predict or elucidate the relationship between the atomic-scale structure of matter and its …

This review summarizes recent insights into the Mg corrosion mechanism, clarifies many
critical controversial points regarding the Mg corrosion behaviour, and updates some efforts …

To meet the growing demand for sustainable and endurable energy sources, various novel
energy conversion and storage systems have emerged and been developed rapidly over …

Molecular modeling of corrosion inhibitors has gained momentum in the last decade. This
paper describes various approaches, starting with the so-called MEPTIC (Molecular …

The often used simplistic correlations between molecular electronic parameters and
experimentally determined corrosion inhibition efficiencies are critically evaluated for a set of …

Aqueous Mg batteries are promising energy storage and conversion systems to cope with
the increasing demand for green, renewable and sustainable energy. Realization of high …

Owing to the unique active corrosion protection characteristic of hexavalent chromium-
based systems, they have been projected to be highly effective solutions against the …

Creating durable, eco-friendly coatings for long-term corrosion protection requires
innovative strategies to streamline design and development processes, conserve resources …

This investigation proposes using Scanning Electrochemical Cell Microscopy (SECCM) as a
high throughput tool to collect corrosion activity from randomly probed locations on 316 L …

Following the construction of a dataset of cross-category corrosion inhibitors at different
concentrations based on 1241 data from 184 research papers, a performance prediction …