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foundry-ml/dataset_mg_alloy

foundry-ml

dataset_mg_alloy

Magnesium alloy dataset — composition and property data for ML modelling of lightweight structural alloys.

Original source

Rows: 365
On disk: 19 kB
Downloads: 30
Updated: Dec 28

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Column statistics

How the columns are distributed

Over 365 rows of default/train

EL(%)

float

min: 0.50
median: 10.30
mean: 11.43
max: 37.59

Gd(wt.%)

float

min

Splits

1

default/train

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Column statistics

Provenance

Licence: other
Likes: 0

Fields

Materials Science Engineering

tabular-regressiontabular-classification

0

median

0

mean

1.43

max

20

Mg(wt.%)

float

min: 75.20
median: 92.42
mean: 92.44
max: 99.27

Nd(wt.%)

float

min: 0
median: 0
mean: 0.58
max: 4

UTS(MPa)

float

min: 75
median: 287.20
mean: 287.49
max: 483

Y(wt.%)

float

min: 0
median: 0.61
mean: 1.69
max: 18.14

YS(MPa)

float

min: 20.90
median: 204
mean: 222.16
max: 425

Zn(wt.%)

float

min: 0
median: 3.74
mean: 3.53
max: 15.17

Zr(wt.%)

float

min: 0
median: 0.47
mean: 0.34
max: 2

aging temperature(°Ê)

int

min: 0
median: 0
mean: 53.44
max: 250

aging time(h)

float

min: 0
median: 0
mean: 9.57
max: 126

extrusion ratio

float

min: 0
median: 10
mean: 10.37
max: 42

extrusion temperature(°Ê)

int

min: 0
median: 300
mean: 226.47
max: 500

homogenization temperature(°Ê)

int

min: 0
median: 0
mean: 129.01
max: 560

homogenization time(h)

int

min: 0
median: 0
mean: 5.68
max: 48

solution temperature(°Ê)

int

min: 0
median: 0
mean: 150.27
max: 550

solution time(h)

float

min: 0
median: 0
mean: 3.28
max: 25