Hugging Face's logo

Datasets:
ComplexMultiphaseFlows
/
SIDA

Languages:
English
Size:
< 1K
Tags:
cfd
sciml
Libraries:
Datasets
License:
Dataset card Data Studio Files
xet
 Community
1
SIDA
File size: 3,031 Bytes
4fb5bf3
 
 
 
 
 
 
 
ac13542
4fb5bf3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
{
  "dataset_name": "Shock-induced Droplet Aero-breakup _ sample Out-of-Distribution",
  "pde": "2D axisymmetric compressible Euler equations",
  "created": "11-2025",
  "code": "ALPACA: https://gitlab.lrz.de/nanoshock/alpaca",
  "time_dependent": true,
  "include_initial_state": true,
  "info":{
    "num_trajectories": 32,
    "num_time_steps": 61,
    "num_channels": 6,
    "channel_names": ["density", "pressure", "velocity_x", "velocity_y", "schlieren", "vorticity"],
    "spatial_dimensions": 2,
    "spatial_grid_size": [128, 256],
    "dx": 1.171875000e-05
  },
  "boundary_conditions": {
    "west": "Dirichlet",
    "east": "ZeroGradient",
    "south": "Axisymmetric",
    "north": "ZeroGradient"
  },
  "time": {
    "timesteps": 61,
    "t_end": 15e-6,
    "dt_save": 0.25e-6,
    "dt_solver": {
      "min": 1.67203e-12,
      "max": 2.02178e-09,
      "mean": 1.68783e-09
    },
    "wall_time_per_trajectory": {
      "min": 145.98977,
      "max": 203.97375,
      "mean": 177.11879
    },
    "CFL": 0.5,
    "unit": "seconds"
  },
  "conditioning_parameters": {
    "Shock_Mach":{
      "keyword": "Mas",
      "min": 3.5460,
      "max": 4.9600,
      "mean": 4.2500
    },
    "Weber_Number":{
      "keyword": "We",
      "min": 1374.0,
      "max": 39790.0,
      "mean": 20249.875
    },
    "Post_flow_Mach": {
      "keyword": "Maf",
      "min": 1.4798,
      "max": 1.6576,
      "mean": 1.57953125
    }
  },
  "fields": {
    "density": {
      "shape": [60, 128, 256],
      "dtype": "float64",
      "units": "[kg]"
    },
    "pressure": {
      "shape": [61, 128, 256],
      "dtype": "float64",
      "units": "[Pa]"
    },
    "velocity_x": {
      "shape": [61, 128, 256],
      "dtype": "float64",
      "units": "[m/s]"
    },
    "velocity_y": {
      "shape": [61, 128, 256],
      "dtype": "float64",
      "units": "[m/s]"
    },
    "vorticity": {
      "shape": [61, 128, 256],
      "dtype": "float64",
      "units": "[1/s]"
    },
    "schlieren": {
      "shape": [61, 128, 256],
      "dtype": "float64",
      "units": "[kg/m^4]"
    }  
  },
  "global_statistics":{
    "density":{
      "mean": 70.18872419141903,
      "std": 243.65604762868642,
      "min": 0.3534127787436752,
      "max": 1013.9767310611699
    },
    "pressure":{
      "mean": 2184680.5883268183,
      "std": 1918097.2303535955,
      "min":-32710448.79706669,
      "max": 30646907.08323407
    },
    "velocity_x":{
      "mean": 2.606366256217468,
      "std": 185.6545884109314,
      "min": -1194.3853276895356,
      "max": 1128.702663794132
    },
    "velocity_y":{
        "mean": 723.1658323768247,
        "std": 612.7017940209466,
        "min": -1363.6353421233541,
        "max": 2749.5831053227284
    },
    "schlieren":{
      "mean": 473095.6389366668,
      "std": 4047967.009489062,
      "min": 0.0,
      "max": 56089549.282663606
    },
    "vorticity":{
      "mean": 985434.9826636537,
      "std": 2921612.422196482,
      "min": 0.0,
      "max": 71136761.11265108
    }
  }
}