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foundry-ml/dataset_rpv_tts

foundry-ml

dataset_rpv_tts

Reactor pressure-vessel (RPV) transition-temperature shift dataset — supports ML prediction of irradiation embrittlement.

Original source

Rows: 4,535
On disk: 91 kB
Downloads: 25
Updated: Dec 28

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Column statistics

How the columns are distributed

Over 4,535 rows of default/train

Measured DT41J [C]

float

min: -28.93
median: 39.78
mean: 51.84
max: 370.83

datatype

string_label

Plotter45%
IVAR

Splits

1

default/train

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Column statistics

Provenance

Licence: other
Likes: 0

Fields

Materials Science Engineering Physics

32%

Plotter-15 MTR13%

log(fluence_n_cm2)

float

min: 15.97
median: 19.04
mean: 18.91
max: 20.34

log(flux_n_cm2_sec)

float

min: 8.36
median: 11.29
mean: 11.51
max: 14.00

temperature_C

float

min: 250
median: 290
mean: 287.79
max: 315

wt_percent_C

float

min: 0
median: 0.14
mean: 0.12
max: 0.34

wt_percent_Cu

float

min: 0
median: 0.12
mean: 0.16
max: 0.86

wt_percent_Mn

float

min: 0
median: 1.40
mean: 1.35
max: 1.98

wt_percent_Ni

float

min: 0
median: 0.69
mean: 0.69
max: 1.85

wt_percent_P

float

min: 1.5e-3
median: 9.0e-3
mean: 0.01
max: 0.05

wt_percent_Si

float

min: 0
median: 0.22
mean: 0.21
max: 1

tabular-regression

tabular-classification