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

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.

 

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