Nanoscale polycrystalline thin-film heterostructures
are central
to microelectronics, for example, metals used as interconnects and
high-K oxides used in dynamic random-access memories (DRAMs). The
polycrystalline microstructure and overall functional response therein
are often dominated by the underlying substrate or layer, which, however,
is poorly understood due to the difficulty of characterizing microstructural
correlations at a statistically meaningful scale. Here, an automated,
high-throughput method, based on the nanobeam electron diffraction
technique, is introduced to investigate orientational relations and
correlations between crystallinity of materials in polycrystalline
heterostructures over a length scale of microns, containing several
hundred individual grains. This technique is employed to perform an
atomic-scale investigation of the prevalent near-coincident site epitaxy
in nanocrystalline ZrO2 heterostructures, the workhorse
system in DRAM technology. The power of this analysis is demonstrated
by answering a puzzling question: why does polycrystalline ZrO2 transform dramatically from being antiferroelectric on polycrystalline
TiN/Si to ferroelectric on amorphous SiO2/Si?