AlanZee/pyOpenFOAM-reference-data
pyOpenFOAM Reference Data & Validation Results OpenFOAM-13 reference simulation data and pyOpenFOAM validation results for pyOpenFOAM — a pure Python/PyTorch reimplementation of OpenFOAM with GPU acceleration and automatic differentiation. Dataset Summary / 数据摘要 Property Value Total reference cases 257 Validated cases 233 (90.7%) Categories 21 Source OpenFOAM v11/v13 Reference data size 2.42 GB pyOpenFOAM results 3.3 MB Field files analyzed… See the full description on the dataset page: https://huggingface.co/datasets/AlanZee/pyOpenFOAM-reference-data.
040
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860 "std": 0.00013114,
861 "norm": 0.00873592,
862 "n_elements": 4432
863 },
864 "p_rgh": {
865 "shape": [
866 2268
867 ],
868 "dtype": "torch.float64",
869 "min": 99997.8,
870 "max": 101130.0,
871 "mean": 100179.88985891,
872 "std": 336.09834254,
873 "norm": 4770946.18690788,
874 "n_elements": 2268
875 },
876 "rho": {
877 "shape": [
878 2268
879 ],
880 "dtype": "torch.float64",
881 "min": 1.15725,
882 "max": 994.512,
883 "mean": 182.28171364,
884 "std": 354.64846259,
885 "norm": 18986.6034966,
886 "n_elements": 2268
887 },
888 "T": {
889 "shape": [
890 2268
891 ],
892 "dtype": "torch.float64",
893 "min": 299.992,
894 "max": 300.007,
895 "mean": 300.00015168,
896 "std": 0.00137817,
897 "norm": 14287.06430322,
898 "n_elements": 2268
899 },
900 "T.air": {
901 "shape": [
902 2268
903 ],
904 "dtype": "torch.float64",
905 "min": 299.992,
906 "max": 300.007,
907 "mean": 300.00015168,
908 "std": 0.00137817,
909 "norm": 14287.06430322,
910 "n_elements": 2268
911 },
912 "T.water": {
913 "shape": [
914 2268
915 ],
916 "dtype": "torch.float64",
917 "min": 299.992,
918 "max": 300.007,
919 "mean": 300.00015168,
920 "std": 0.00137817,
921 "norm": 14287.06430322,
922 "n_elements": 2268
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924 "U": {
925 "shape": [
926 2268,
927 3
928 ],
929 "dtype": "torch.float64",
930 "min": -1.84146,
931 "max": 3.86031,
932 "mean": -0.02476751,
933 "std": 0.57346805,
934 "norm": 47.34391736,
935 "n_elements": 6804
936 }
937 }
938 },
939 "compressibleVoF_damBreakInjection": {
940 "final_time": "1",
941 "fields": {
942 "alpha.water": {
943 "shape": [
944 2268
945 ],
946 "dtype": "torch.float64",
947 "min": -7.479e-05,
948 "max": 1.0,
949 "mean": 0.24603376,
950 "std": 0.39347521,
951 "norm": 22.09685759,
952 "n_elements": 2268
953 },
954 "alphaPhi.water": {
955 "shape": [
956 4432
957 ],
958 "dtype": "torch.float64",
959 "min": -0.00018812,
960 "max": 0.00015023,
961 "mean": -2.49e-06,
962 "std": 2.547e-05,
963 "norm": 0.00170327,
964 "n_elements": 4432
965 },
966 "epsilon": {
967 "shape": [
968 2268
969 ],
970 "dtype": "torch.float64",
971 "min": 0.00783139,
972 "max": 9.56975,
973 "mean": 1.17475063,
974 "std": 1.25705926,
975 "norm": 81.92824517,
976 "n_elements": 2268
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978 "k": {
979 "shape": [
980 2268
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982 "dtype": "torch.float64",
983 "min": 0.0015084,
984 "max": 0.726079,
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987 "norm": 9.73747106,
988 "n_elements": 2268
989 },
990 "nut": {
991 "shape": [
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993 ],
994 "dtype": "torch.float64",
995 "min": 2.615e-05,
996 "max": 0.0090271,
997 "mean": 0.0036686,
998 "std": 0.00242712,
999 "norm": 0.20947256,
1000 "n_elements": 2268
1001 },
1002 "p": {
1003 "shape": [
1004 2268
1005 ],
1006 "dtype": "torch.float64",
1007 "min": 99912.6,
1008 "max": 101532.0,
1009 "mean": 100184.83575838,
1010 "std": 325.92801388,
1011 "norm": 4771180.12716334,
1012 "n_elements": 2268
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1014 "phi": {
1015 "shape": [
1016 4432
1017 ],
1018 "dtype": "torch.float64",
1019 "min": -0.00041943,
1020 "max": 0.00035463,
1021 "mean": -9.02e-06,
1022 "std": 0.0001032,
1023 "norm": 0.00689588,
1024 "n_elements": 4432
1025 },
1026 "p_rgh": {
1027 "shape": [
1028 2268
1029 ],
1030 "dtype": "torch.float64",
1031 "min": 100004.0,
1032 "max": 104411.0,
1033 "mean": 100384.27160494,
1034 "std": 570.98932658,
1035 "norm": 4780730.0290623,
1036 "n_elements": 2268
1037 },
1038 "rho": {
1039 "shape": [
1040 2268
1041 ],
1042 "dtype": "torch.float64",
1043 "min": 1.01332,
1044 "max": 994.504,
1045 "mean": 245.16351892,
1046 "std": 390.39927771,
1047 "norm": 21950.75330597,
1048 "n_elements": 2268
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1050 "T": {
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1054 "dtype": "torch.float64",
1055 "min": 300.0,
1056 "max": 319.971,
1057 "mean": 307.90474427,
1058 "std": 5.90747084,
1059 "norm": 14666.20626423,
1060 "n_elements": 2268
1061 },
1062 "T.air": {
1063 "shape": [
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1065 ],
1066 "dtype": "torch.float64",
1067 "min": 300.0,
1068 "max": 319.971,
1069 "mean": 307.90474427,
1070 "std": 5.90747084,
1071 "norm": 14666.20626423,
1072 "n_elements": 2268
1073 },
1074 "T.water": {
1075 "shape": [
1076 2268
1077 ],
1078 "dtype": "torch.float64",
1079 "min": 300.0,
1080 "max": 319.971,
1081 "mean": 307.90474427,
1082 "std": 5.90747084,
1083 "norm": 14666.20626423,
1084 "n_elements": 2268
1085 },
1086 "U": {
1087 "shape": [
1088 2268,
1089 3
1090 ],
1091 "dtype": "torch.float64",
1092 "min": -2.246,
1093 "max": 1.92042,
1094 "mean": -0.03195053,
1095 "std": 0.46665664,
1096 "norm": 38.58010314,
1097 "n_elements": 6804
1098 },
1099 "vDot": {
1100 "error": "Cannot parse internalField"
1101 }
1102 }
1103 },
1104 "compressibleVoF_depthCharge2D": {
1105 "final_time": "0.5",
1106 "fields": {
1107 "alpha.water": {
1108 "error": "'latin-1' codec can't encode characters in position 0-5: ordinal not in range(256)"
1109 },
1110 "alphaPhi.water": {
1111 "error": "'latin-1' codec can't encode character '\\ufffd' in position 4: ordinal not in range(256)"
1112 },
1113 "dgdt": {
1114 "error": "Cannot parse internalField"
1115 },
1116 "p": {
1117 "error": "'latin-1' codec can't encode characters in position 0-1: ordinal not in range(256)"
1118 },
1119 "phi": {
1120 "error": "'latin-1' codec can't encode character '\\ufffd' in position 2: ordinal not in range(256)"
1121 },
1122 "p_rgh": {
1123 "error": "'latin-1' codec can't encode character '\\ufffd' in position 0: ordinal not in range(256)"
1124 },
1125 "rho": {
1126 "error": "'latin-1' codec can't encode character '\\ufffd' in position 3: ordinal not in range(256)"
1127 },
1128 "T": {
1129 "error": "'latin-1' codec can't encode character '\\ufffd' in position 1: ordinal not in range(256)"
1130 },
1131 "T.air": {
1132 "error": "'latin-1' codec can't encode character '\\ufffd' in position 1: ordinal not in range(256)"
1133 },
1134 "T.water": {
1135 "error": "'latin-1' codec can't encode character '\\ufffd' in position 1: ordinal not in range(256)"
1136 },
1137 "U": {
1138 "error": "'latin-1' codec can't encode character '\\ufffd' in position 1: ordinal not in range(256)"
1139 }
1140 }
1141 },
1142 "compressibleVoF_depthCharge3D": {
1143 "final_time": "0",
1144 "fields": {
1145 "alpha.water": {
1146 "error": "'latin-1' codec can't encode character '\\ufffd' in position 6: ordinal not in range(256)"
1147 },
1148 "p": {
1149 "error": "'latin-1' codec can't encode character '\\ufffd' in position 6: ordinal not in range(256)"
1150 },
1151 "p_rgh": {
1152 "error": "'latin-1' codec can't encode character '\\ufffd' in position 6: ordinal not in range(256)"
1153 },
1154 "T": {
1155 "error": "'latin-1' codec can't encode character '\\ufffd' in position 5: ordinal not in range(256)"
1156 }
1157 }
1158 },
1159 "compressibleVoF_sloshingTank2D": {
1160 "final_time": "40",
1161 "fields": {
1162 "alpha.water": {
1163 "error": "'latin-1' codec can't encode character '\\ufffd' in position 1: ordinal not in range(256)"
1164 },
1165 "alphaPhi.water": {
1166 "error": "'latin-1' codec can't encode characters in position 0-1: ordinal not in range(256)"
1167 },
1168 "dgdt": {
1169 "error": "Cannot parse internalField"
1170 },
1171 "meshPhi": {
1172 "error": "'latin-1' codec can't encode characters in position 1-2: ordinal not in range(256)"
1173 },
1174 "p": {
1175 "error": "'latin-1' codec can't encode character '\\ufffd' in position 0: ordinal not in range(256)"
1176 },
1177 "phi": {
1178 "error": "'latin-1' codec can't encode character '\\u06b4' in position 0: ordinal not in range(256)"
1179 },
1180 "p_rgh": {
1181 "error": "'latin-1' codec can't encode character '\\ufffd' in position 0: ordinal not in range(256)"
1182 },
1183 "rho": {
1184 "error": "'latin-1' codec can't encode characters in position 0-2: ordinal not in range(256)"
1185 },
1186 "T": {
1187 "error": "'latin-1' codec can't encode characters in position 0-1: ordinal not in range(256)"
1188 },
1189 "T.air": {
1190 "error": "'latin-1' codec can't encode characters in position 0-1: ordinal not in range(256)"
1191 },
1192 "T.water": {
1193 "error": "'latin-1' codec can't encode characters in position 0-1: ordinal not in range(256)"
1194 },
1195 "U": {
1196 "error": "'latin-1' codec can't encode characters in position 0-5: ordinal not in range(256)"
1197 },
1198 "Uf": {
1199 "error": "'latin-1' codec can't encode characters in position 3-4: ordinal not in range(256)"
1200 }