Ended on 10th Aug'21 03:30 PM (Coordinated Universal Time)
Data Sprint #43: Classification of ABO3 perovskite solids
119
Easy
Challenge Starts
06 Aug 03:30 pm
Registration Ends
10 Aug 03:30 pm
Challenge Ends
10 Aug 03:30 pm
Problem Statement
Problem Statement
A
perovskite
is any material with a crystal structure similar to the
mineral called perovskite
, which consists of
calcium titanium oxide (CaTiO3)
.
The ideal perovskite structure has a cubic unit cell. However, distortions are common and depend upon the value of the tolerance factor t given by γ
A
+ γ
O
/√2(γ
B
+ γ
O
).
Here you are required to explore the machine learning techniques for classifying whether a particular ABO3 chemistry forms a perovskite or non-perovskite structured solid.
Announcement:
The challenge has been extended by a day.