Impact and Friction
Sensitivity of Reactive Chemicals:
From Reproducibility Study to Benchmark Data Set for Modeling
Posted on 2024-04-04 - 01:29
Mechanical stress is an important trigger of reactions
in chemicals.
Historically, the standard testing protocols for impact and friction
sensitivity have been developed mainly for energetic materials and
explosives. As a result, the structure–mechanical safety data
is available for common explosives and is constantly reported for
newly synthesized energetic compounds. The present work is motivated
by the widely held among practitioners idea of high variability of
mechanical sensitivity data, the advancements of new heterocyclic
and high-nitrogen chemistry, and clear need in benchmark reference
data set for QSPR modeling. We started from literature analysis and
have already noted that many chemical papers lack the details required
to replicate their findings regarding mechanical sensitivity. Next,
we prepared over 100 species that have been previously synthesized
and whose sensitivity had been reported by other researchers. The
scatter within the literature and present study’s results is
illustrated and analyzed. Finally, we proposed a data set of 83 chemicals,
which have the most reliable mechanical sensitivity data. This benchmark
data set is recommended to be used for modeling of mechanical hazards
of reactive chemicals. The logics of how this data set can be expanded
in future is given; it might involve the collaborative efforts by
different groups.
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Muravyev, Nikita V.; Meerov, Dmitry B.; Monogarov, Konstantin A.; Kosareva, Ekaterina K.; Melnikov, Igor N.; Pronkin, Dmitry K.; et al. (1753). Impact and Friction
Sensitivity of Reactive Chemicals:
From Reproducibility Study to Benchmark Data Set for Modeling. ACS Publications. Collection. https://doi.org/10.1021/acs.iecr.3c04394