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foundry-ml
/
dataset_mg_alloy

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Mg(wt.%)
float64
75.2
99.3
Zn(wt.%)
float64
0
15.2
Y(wt.%)
float64
0
18.1
Zr(wt.%)
float64
0
2
Nd(wt.%)
float64
0
4
Gd(wt.%)
float64
0
20
solution temperature(°Ê)
int64
0
550
solution time(h)
float64
0
25
homogenization temperature(°Ê)
int64
0
560
homogenization time(h)
int64
0
48
extrusion temperature(°Ê)
int64
0
500
extrusion ratio
float64
0
42
aging temperature(°Ê)
int64
0
250
aging time(h)
float64
0
126
UTS(MPa)
float64
75
483
YS(MPa)
float64
20.9
425
EL(%)
float64
0.5
37.6
92
6
1.5
0.5
0
0
0
0
400
18
400
10
180
48
327.4
276.5
16.9
96.7901
1.217
1.549
0.4439
0
0
0
0
0
0
0
0
0
0
122
78
7.2
96.7901
1.217
1.549
0.4439
0
0
0
0
450
10
0
0
0
0
139
85
8.4
96.7901
1.217
1.549
0.4439
0
0
0
0
450
10
350
16.8
0
0
236
178
28
86.4185
3.65127
9.93023
0
0
0
0
0
500
12
450
9
0
0
367
231
3
86.4185
3.65127
9.93023
0
0
0
0
0
500
12
450
9
225
24
358
226
6.1
96.4
2
1
0.6
0
0
0
0
0
0
0
0
0
0
174
124.7
11.3
96.4
2
1
0.6
0
0
525
1
0
0
0
0
0
0
188
122.7
13.6
96.4
2
1
0.6
0
0
525
4
0
0
0
0
0
0
207
113.8
15.7
96.4
2
1
0.6
0
0
525
8
0
0
0
0
0
0
194
128.7
10.8
94.9
4
0.6
0
0.5
0
0
0
500
2
460
6.75
0
0
245.4
153
19.96
94.9
4
0.6
0
0.5
0
0
0
500
2
460
6.75
0
0
245.6
153.3
20.02
94.9
4
0.6
0
0.5
0
0
0
500
2
460
6.75
0
0
245.75
152.99
19.99
94.55
4.33
0.57
0
0.55
0
500
2
0
0
460
6.75
0
0
245.8
153.5
20.05
92.18
6.6
0.61
0
0.61
0
500
2
0
0
460
6.75
0
0
261.2
158.4
20.26
94.31
4.3
0.88
0
0.51
0
500
2
0
0
460
6.75
0
0
310.1
253.63
10.08
95.8
3
0.6
0.6
0
0
0
0
0
0
0
0
0
0
201.6
120.4
6.04
95.2
3
0.6
0.6
0.6
0
0
0
0
0
0
0
0
0
169.5
108.5
5.94
94.9
3
0.6
0.6
0.9
0
0
0
0
0
0
0
0
0
170.4
104.7
8.22
94.6
3
0.6
0.6
1.2
0
0
0
0
0
0
0
0
0
191.8
105.6
12.3
93.5
2.51
3.67
0.32
0
0
540
6
0
0
0
0
150
8
241.1
146.1
8.9
90.35
3.71
5.44
0.5
0
0
540
6
0
0
0
0
150
8
253.03
152.1
8
91.76
5.63
2.07
0.54
0
0
540
6
0
0
0
0
200
8
248.97
120.6
8.44
90.42
5.6
3.33
0.65
0
0
540
6
0
0
0
0
200
8
246.13
127.4
9.62
89.17
5.46
4.67
0.7
0
0
540
6
0
0
0
0
200
8
248.1
135.7
9.89
96.5
3
0.5
0
0
0
0
0
420
12
350
16
0
0
232.06
134.13
17.43
94.75
4.5
0.75
0
0
0
0
0
420
12
350
16
0
0
256.34
159.9
18.22
93
6
1
0
0
0
0
0
420
12
350
16
0
0
264.27
169.18
18.97
96.5
3
0.5
0
0
0
0
0
420
12
350
32
0
0
308.22
223.64
14.87
94.75
4.5
0.75
0
0
0
0
0
420
12
350
32
0
0
319.95
226.54
13.86
93
6
1
0
0
0
0
0
420
12
350
32
0
0
336.68
237.54
14.46
95.2
3.8
1
0
0
0
0
0
0
0
0
0
0
0
136.8
102.6
1.5
91
6
3
0
0
0
0
0
0
0
0
0
0
0
186.8
119.5
5.5
95.2
3.8
1
0
0
0
0
0
0
0
350
12.75
0
0
353.6
265.9
13.4
91
6
3
0
0
0
0
0
0
0
350
12.75
0
0
353.6
223
11.5
91.7
6
1.5
0.8
0
0
0
0
0
0
0
0
0
0
164.63
105.58
3.49
90.7
6
1.5
0.8
1
0
0
0
0
0
0
0
0
0
178.04
107.48
3.77
89.7
6
1.5
0.8
2
0
0
0
0
0
0
0
0
0
193.29
120.56
4.57
88.7
6
1.5
0.8
3
0
0
0
0
0
0
0
0
0
206.7
126.46
6.49
87.7
6
1.5
0.8
4
0
0
0
0
0
0
0
0
0
201.26
104.18
6.26
93.4
6
0
0.6
0
0
0
0
400
48
300
8.34
0
0
268.8
161.2
11.8
93.23
5.97
0.2
0.6
0
0
0
0
400
48
300
8.34
0
0
277.7
187.1
10.8
92.67
5.94
0.8
0.59
0
0
0
0
400
48
300
8.34
0
0
289.9
193.6
16.8
92.3
5.91
1.2
0.59
0
0
0
0
400
48
300
8.34
0
0
287.3
208.9
9.8
92.03
5.88
1.5
0.59
0
0
0
0
400
48
300
8.34
0
0
295.6
216.6
11.8
91.86
5.85
1.7
0.59
0
0
0
0
400
48
300
8.34
0
0
304.7
216.7
11.5
91.3
5.82
2.3
0.58
0
0
0
0
400
48
300
8.34
0
0
311
230.8
12
93.11
5.84
1.05
0
0
0
0
0
0
0
0
0
0
0
294.69
103.19
13.33
94.94
3.59
1.47
0
0
0
0
0
0
0
0
0
0
0
240.69
90.1
10.35
94.58
4.11
1.31
0
0
0
0
0
0
0
0
0
0
0
160.78
85.46
15.74
99
0
1
0
0
0
0
0
520
20
450
25
0
0
213
73
34.2
98
0
2
0
0
0
0
0
520
20
450
25
0
0
224
96
27.6
97
0
3
0
0
0
0
0
520
20
450
25
0
0
237
117
23.2
99
0
1
0
0
0
0
0
530
8
300
9
0
0
273.2
237.7
11.1
95
0
5
0
0
0
0
0
530
8
300
9
0
0
290.2
249.4
13.9
99.1
0
0.9
0
0
0
0
0
560
8
300
16
0
0
181.2
104.3
35.2
95.4
0
4.6
0
0
0
0
0
560
8
300
16
0
0
214
173.2
22.8
93.13
6.31
0
0.56
0
0
0
0
400
24
300
16
0
0
352
286
12
93.13
6.31
0
0.56
0
0
0
0
400
24
400
16
0
0
340
272
20
88.9
1.5
3
0.6
0
6
500
5
0
0
0
0
0
0
223.9
138.7
12.1
88.9
1.5
3
0.6
0
6
500
10
0
0
0
0
0
0
218.8
135.6
11.2
88.9
1.5
3
0.6
0
6
500
15
0
0
0
0
0
0
205.7
133.6
10.5
88.9
1.5
3
0.6
0
6
500
20
0
0
0
0
0
0
207.7
138.2
11.2
88.9
1.5
3
0.6
0
6
500
25
0
0
0
0
0
0
210.2
133.1
7.6
89.1
0
2.29
0.17
0
8.44
0
0
500
12
400
12
0
0
342
287
14.2
88.03
0.5
2.58
0.39
0
8.5
0
0
500
12
400
12
0
0
392
330
10.3
93.52
5.91
0
0.57
0
0
0
0
0
0
320
8
0
0
362
315
14.5
85.38
2.77
0
0.45
0
11.4
0
0
430
12
400
15
0
0
338
230
14.9
86.06
4.23
0
0.44
0
9.27
0
0
430
12
400
15
0
0
265
196
20.6
87.8
6.87
0
0.42
0
4.91
0
0
430
12
400
15
0
0
350
285
13.6
93.5
6
0
0.5
0
0
0
0
0
0
300
7
0
0
382
342
14
92
6
0
0.5
1.5
0
0
0
0
0
300
7
0
0
424
408
10.6
82.29
1.53
4.31
0.38
0
11.49
0
0
520
48
450
20
0
0
424
371
7.2
82.86
0
4.22
0.33
1.16
11.43
0
0
520
48
450
20
0
0
379
347
3.3
83.08
0
4.9
0.31
0
11.71
0
0
520
48
450
20
0
0
402
336
7.6
82.29
1.53
4.31
0.38
0
11.49
0
0
520
48
450
20
200
48
480
425
3.7
82.86
0
4.22
0.33
1.16
11.43
0
0
520
48
450
20
200
24
416
402
1.4
83.08
0
4.9
0.31
0
11.71
0
0
520
48
450
20
200
48
483
423
2.2
96.9
2
0.2
0.5
0.4
0
0
0
0
0
0
0
0
0
203
89
35
98
2
0
0
0
0
0
0
0
0
0
0
0
0
145
27
12.23
96
4
0
0
0
0
0
0
0
0
0
0
0
0
216.8
58
15.8
97.04
2
0.46
0
0.5
0
0
0
0
0
0
0
0
0
209
105
10.6
94.9
3
0.9
0.6
0.6
0
0
0
0
0
0
0
0
0
180
119
12.3
94.4
5
0
0
0.6
0
0
0
0
0
0
0
0
0
236
88
18
92.4
5
0
2
0.6
0
0
0
0
0
0
0
0
0
134
102
3
93.56
5.97
0
0.47
0
0
0
0
0
0
290
18
0
0
371
338
11.1
93.56
5.97
0
0.47
0
0
0
0
0
0
305
18
0
0
368
338
9.2
93.56
5.97
0
0.47
0
0
0
0
0
0
320
18
0
0
362
317
12.5
93.56
5.97
0
0.47
0
0
0
0
0
0
360
18
0
0
367
332
10
91.74
6.23
0
0.49
1.54
0
0
0
0
0
290
18
0
0
421
402
6.7
91.74
6.23
0
0.49
1.54
0
0
0
0
0
305
18
0
0
402
381
7.3
91.74
6.23
0
0.49
1.54
0
0
0
0
0
320
18
0
0
401
376
7.5
91.74
6.23
0
0.49
1.54
0
0
0
0
0
360
18
0
0
402
371
9.2
91.74
6.23
0
0.49
1.54
0
490
16
0
0
320
18
0
0
334
280
15.8
91.74
6.23
0
0.49
1.54
0
520
12
0
0
340
18
0
0
360
330
10
91.74
6.23
0
0.49
1.54
0
0
0
0
0
290
18
0
0
421
402
6.7
91.74
6.23
0
0.49
1.54
0
0
0
0
0
290
18
200
38
418
405
4.2
91.74
6.23
0
0.49
1.54
0
0
0
0
0
305
18
0
0
402
381
7.3
91.74
6.23
0
0.49
1.54
0
0
0
0
0
305
18
200
38
419
405
4.2
91.74
6.23
0
0.49
1.54
0
0
0
0
0
305
10
0
0
421
403
4.3