Machine learning recognition of hybrid lead halide perovskites and perovskite-related structures from X-ray diffraction patterns
Copyright policy ) E. I. Marchenko; V. V. Korolev; E. A. Kobeleva; N. A. Belich; N. N. Udalova; N. N. Eremin; E. A. Goodilin; +1 Authors
E. I. Marchenko; V. V. Korolev; E. A. Kobeleva; N. A. Belich; N. N. Udalova; N. N. Eremin; E. A. Goodilin; A. B. Tarasov;
Machine learning recognition of hybrid lead halide perovskites and perovskite-related structures from X-ray diffraction patterns
We proposed a simple approach for quickly identifying the dimensionality of inorganic substructures, types of connections of lead halide polyhedra and structure types using common powder XRD data and a ML-decision tree classification model.
- Russian Academy of Sciences Russian Federation
- Lomonosov Moscow State University Russian Federation
Condensed Matter - Materials Science, Materials Science (cond-mat.mtrl-sci), FOS: Physical sciences
Condensed Matter - Materials Science, Materials Science (cond-mat.mtrl-sci), FOS: Physical sciences
selected citations These citations are derived from selected sources.This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).1 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Average
selected citations
Citations provided by BIP!
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Citations provided by BIP!popularityPopularity provided by BIP!
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
Popularity provided by BIP! 1
Average
Average
Average
Green