feat: qoi wf example

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_0/all_pressure.txt

@@ -0,0 +1,11 @@
+                         "Surface Integral Report"
+
+           Area-Weighted Average
+                 Static Pressure                 [Pa]
+-------------------------------- --------------------
+                           inlet             10834662
+                          outlet           -19540.284
+                        p2-plane           -176585.33
+                        p3-plane           -199350.92
+                ---------------- --------------------
+                             Net            2073196.8

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_0/design_table_custom.csv

@@ -0,0 +1,40 @@
+Sketch1,d0,40,400 mm,
+Sketch1,d1,20,200 mm,
+Sketch1,d2,0.5,5 mm,
+Sketch2,d5,0.999999999999996,10 mm,
+Sketch3,d8,0.999999999999996,10 mm,
+Sketch4,d12,150,1500 mm,
+Sketch4,d13,1.6536912595317468,30 deg,
+Sketch4,d14,1.0471975511966,60 deg,
+Sketch4,d15,40,d0,
+Sketch4,d16,40,d0,
+Sketch4,d17,100,1000 mm,
+Sketch5,d18,0.499999999999996,5 mm,
+Sketch6,d21,9.5,95.00000000 mm,
+Sketch6,d22,19,190 mm,
+Sketch6,d23,40,400 mm,
+Sketch6,d24,20,d23 / 2 ul,
+Sketch7,d27,40,400 mm,
+Sketch7,d28,0.5,5 mm,
+Sketch8,d32,100,1000 mm,
+Sketch8,d33,40,d0,
+Sketch8,d34,2.666219465265542,120 deg,
+Sketch8,d35,100,1000 mm,
+Sketch9,d36,41,410 mm,
+Sketch10,d39,1,10 mm,
+Sketch10,d40,0.500000000000007,5.000 mm,
+Sketch10,d41,18,180 mm,
+Sketch10,d42,0.5,5 mm,
+Sketch11,d69,20,200.000 mm,
+Sketch11,d70,19,190 mm,
+Sketch11,d71,0.5,5.000 mm,
+Sketch11,d72,0.6038169815037454,100 mm,
+Sketch11,d73,0.499999999999996,5.000 mm,
+Sketch11,d75,0.5,5 mm,
+Sketch11,d76,0.5,5.00000000 mm,
+Sketch11,d77,39.5,395 mm,
+Sketch12,d59,20,d0 / 2 ul,
+Sketch12,d61,0.8104848787815999,90 deg,
+Sketch12,d78,75,750 mm,
+Sketch12,d79,38,d0 - 20 mm,
+Sketch12,d80,0.49999999999994,5.000 mm,

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_0/metadata.json.series

@@ -0,0 +1,17 @@
+{
+    "file_series_version": 1.0,
+    "dt": 0.0,
+    "variations": {
+        "d61": 0.8104848787815999,
+        "d13": 1.6536912595317468,
+        "d72": 0.6038169815037454,
+        "d34": 2.666219465265542,
+        "mean_velocity": 86.95192261977692
+    },
+    "simulations": [
+        {
+            "time": 0.0,
+            "file": "duct_baffle_report.cas.h5"
+        }
+    ]
+}

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_1/all_pressure.txt

@@ -0,0 +1,11 @@
+                         "Surface Integral Report"
+
+           Area-Weighted Average
+                 Static Pressure                 [Pa]
+-------------------------------- --------------------
+                           inlet             33470363
+                          outlet           -23000.331
+                        p2-plane            -590612.2
+                        p3-plane           -602937.39
+                ---------------- --------------------
+                             Net            6413155.8

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_1/design_table_custom.csv

@@ -0,0 +1,40 @@
+Sketch1,d0,40,400 mm,
+Sketch1,d1,20,200 mm,
+Sketch1,d2,0.5,5 mm,
+Sketch2,d5,0.999999999999996,10 mm,
+Sketch3,d8,0.999999999999996,10 mm,
+Sketch4,d12,150,1500 mm,
+Sketch4,d13,1.9067946630278516,30 deg,
+Sketch4,d14,1.0471975511966,60 deg,
+Sketch4,d15,40,d0,
+Sketch4,d16,40,d0,
+Sketch4,d17,100,1000 mm,
+Sketch5,d18,0.499999999999996,5 mm,
+Sketch6,d21,9.5,95.00000000 mm,
+Sketch6,d22,19,190 mm,
+Sketch6,d23,40,400 mm,
+Sketch6,d24,20,d23 / 2 ul,
+Sketch7,d27,40,400 mm,
+Sketch7,d28,0.5,5 mm,
+Sketch8,d32,100,1000 mm,
+Sketch8,d33,40,d0,
+Sketch8,d34,1.7720367504139947,120 deg,
+Sketch8,d35,100,1000 mm,
+Sketch9,d36,41,410 mm,
+Sketch10,d39,1,10 mm,
+Sketch10,d40,0.500000000000007,5.000 mm,
+Sketch10,d41,18,180 mm,
+Sketch10,d42,0.5,5 mm,
+Sketch11,d69,20,200.000 mm,
+Sketch11,d70,19,190 mm,
+Sketch11,d71,0.5,5.000 mm,
+Sketch11,d72,0.5822958248101056,100 mm,
+Sketch11,d73,0.499999999999996,5.000 mm,
+Sketch11,d75,0.5,5 mm,
+Sketch11,d76,0.5,5.00000000 mm,
+Sketch11,d77,39.5,395 mm,
+Sketch12,d59,20,d0 / 2 ul,
+Sketch12,d61,1.0216693375266768,90 deg,
+Sketch12,d78,75,750 mm,
+Sketch12,d79,38,d0 - 20 mm,
+Sketch12,d80,0.49999999999994,5.000 mm,

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_1/metadata.json.series

@@ -0,0 +1,17 @@
+{
+    "file_series_version": 1.0,
+    "dt": 0.0,
+    "variations": {
+        "d61": 1.0216693375266768,
+        "d13": 1.9067946630278516,
+        "d72": 0.5822958248101056,
+        "d34": 1.7720367504139947,
+        "mean_velocity": 151.06946882120207
+    },
+    "simulations": [
+        {
+            "time": 0.0,
+            "file": "duct_baffle_report.cas.h5"
+        }
+    ]
+}

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_2/all_pressure.txt

@@ -0,0 +1,11 @@
+                         "Surface Integral Report"
+
+           Area-Weighted Average
+                 Static Pressure                 [Pa]
+-------------------------------- --------------------
+                           inlet             67561266
+                          outlet           -483058.74
+                        p2-plane           -666319.62
+                        p3-plane           -783969.77
+                ---------------- --------------------
+                             Net             12960034

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_2/design_table_custom.csv

@@ -0,0 +1,40 @@
+Sketch1,d0,40,400 mm,
+Sketch1,d1,20,200 mm,
+Sketch1,d2,0.5,5 mm,
+Sketch2,d5,0.999999999999996,10 mm,
+Sketch3,d8,0.999999999999996,10 mm,
+Sketch4,d12,150,1500 mm,
+Sketch4,d13,1.3147792521366235,30 deg,
+Sketch4,d14,1.0471975511966,60 deg,
+Sketch4,d15,40,d0,
+Sketch4,d16,40,d0,
+Sketch4,d17,100,1000 mm,
+Sketch5,d18,0.499999999999996,5 mm,
+Sketch6,d21,9.5,95.00000000 mm,
+Sketch6,d22,19,190 mm,
+Sketch6,d23,40,400 mm,
+Sketch6,d24,20,d23 / 2 ul,
+Sketch7,d27,40,400 mm,
+Sketch7,d28,0.5,5 mm,
+Sketch8,d32,100,1000 mm,
+Sketch8,d33,40,d0,
+Sketch8,d34,2.615141610196101,120 deg,
+Sketch8,d35,100,1000 mm,
+Sketch9,d36,41,410 mm,
+Sketch10,d39,1,10 mm,
+Sketch10,d40,0.500000000000007,5.000 mm,
+Sketch10,d41,18,180 mm,
+Sketch10,d42,0.5,5 mm,
+Sketch11,d69,20,200.000 mm,
+Sketch11,d70,19,190 mm,
+Sketch11,d71,0.5,5.000 mm,
+Sketch11,d72,0.5825510133763907,100 mm,
+Sketch11,d73,0.499999999999996,5.000 mm,
+Sketch11,d75,0.5,5 mm,
+Sketch11,d76,0.5,5.00000000 mm,
+Sketch11,d77,39.5,395 mm,
+Sketch12,d59,20,d0 / 2 ul,
+Sketch12,d61,0.20934338009604705,90 deg,
+Sketch12,d78,75,750 mm,
+Sketch12,d79,38,d0 - 20 mm,
+Sketch12,d80,0.49999999999994,5.000 mm,

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_2/metadata.json.series

@@ -0,0 +1,17 @@
+{
+    "file_series_version": 1.0,
+    "dt": 0.0,
+    "variations": {
+        "d61": 0.20934338009604705,
+        "d13": 1.3147792521366235,
+        "d72": 0.5825510133763907,
+        "d34": 2.615141610196101,
+        "mean_velocity": 196.92976815274034
+    },
+    "simulations": [
+        {
+            "time": 0.0,
+            "file": "duct_baffle_report.cas.h5"
+        }
+    ]
+}

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_3/all_pressure.txt

@@ -0,0 +1,11 @@
+                         "Surface Integral Report"
+
+           Area-Weighted Average
+                 Static Pressure                 [Pa]
+-------------------------------- --------------------
+                           inlet             17563413
+                          outlet           -24660.907
+                        p2-plane           -244474.58
+                        p3-plane           -278342.71
+                ---------------- --------------------
+                             Net            3380791.1

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_3/design_table_custom.csv

@@ -0,0 +1,40 @@
+Sketch1,d0,40,400 mm,
+Sketch1,d1,20,200 mm,
+Sketch1,d2,0.5,5 mm,
+Sketch2,d5,0.999999999999996,10 mm,
+Sketch3,d8,0.999999999999996,10 mm,
+Sketch4,d12,150,1500 mm,
+Sketch4,d13,1.669428546257675,30 deg,
+Sketch4,d14,1.0471975511966,60 deg,
+Sketch4,d15,40,d0,
+Sketch4,d16,40,d0,
+Sketch4,d17,100,1000 mm,
+Sketch5,d18,0.499999999999996,5 mm,
+Sketch6,d21,9.5,95.00000000 mm,
+Sketch6,d22,19,190 mm,
+Sketch6,d23,40,400 mm,
+Sketch6,d24,20,d23 / 2 ul,
+Sketch7,d27,40,400 mm,
+Sketch7,d28,0.5,5 mm,
+Sketch8,d32,100,1000 mm,
+Sketch8,d33,40,d0,
+Sketch8,d34,1.790388937950774,120 deg,
+Sketch8,d35,100,1000 mm,
+Sketch9,d36,41,410 mm,
+Sketch10,d39,1,10 mm,
+Sketch10,d40,0.500000000000007,5.000 mm,
+Sketch10,d41,18,180 mm,
+Sketch10,d42,0.5,5 mm,
+Sketch11,d69,20,200.000 mm,
+Sketch11,d70,19,190 mm,
+Sketch11,d71,0.5,5.000 mm,
+Sketch11,d72,0.5178147602377061,100 mm,
+Sketch11,d73,0.499999999999996,5.000 mm,
+Sketch11,d75,0.5,5 mm,
+Sketch11,d76,0.5,5.00000000 mm,
+Sketch11,d77,39.5,395 mm,
+Sketch12,d59,20,d0 / 2 ul,
+Sketch12,d61,0.8175775294342973,90 deg,
+Sketch12,d78,75,750 mm,
+Sketch12,d79,38,d0 - 20 mm,
+Sketch12,d80,0.49999999999994,5.000 mm,

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_3/metadata.json.series

@@ -0,0 +1,17 @@
+{
+    "file_series_version": 1.0,
+    "dt": 0.0,
+    "variations": {
+        "d61": 0.8175775294342973,
+        "d13": 1.669428546257675,
+        "d72": 0.5178147602377061,
+        "d34": 1.790388937950774,
+        "mean_velocity": 90.61541323647522
+    },
+    "simulations": [
+        {
+            "time": 0.0,
+            "file": "duct_baffle_report.cas.h5"
+        }
+    ]
+}

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_4/all_pressure.txt

@@ -0,0 +1,11 @@
+                         "Surface Integral Report"
+
+           Area-Weighted Average
+                 Static Pressure                 [Pa]
+-------------------------------- --------------------
+                           inlet             36899306
+                          outlet           -157734.41
+                        p2-plane           -728397.27
+                        p3-plane            -795425.1
+                ---------------- --------------------
+                             Net            6975423.1

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_4/design_table_custom.csv

@@ -0,0 +1,40 @@
+Sketch1,d0,40,400 mm,
+Sketch1,d1,20,200 mm,
+Sketch1,d2,0.5,5 mm,
+Sketch2,d5,0.999999999999996,10 mm,
+Sketch3,d8,0.999999999999996,10 mm,
+Sketch4,d12,150,1500 mm,
+Sketch4,d13,2.0051761382587436,30 deg,
+Sketch4,d14,1.0471975511966,60 deg,
+Sketch4,d15,40,d0,
+Sketch4,d16,40,d0,
+Sketch4,d17,100,1000 mm,
+Sketch5,d18,0.499999999999996,5 mm,
+Sketch6,d21,9.5,95.00000000 mm,
+Sketch6,d22,19,190 mm,
+Sketch6,d23,40,400 mm,
+Sketch6,d24,20,d23 / 2 ul,
+Sketch7,d27,40,400 mm,
+Sketch7,d28,0.5,5 mm,
+Sketch8,d32,100,1000 mm,
+Sketch8,d33,40,d0,
+Sketch8,d34,2.3619010757254775,120 deg,
+Sketch8,d35,100,1000 mm,
+Sketch9,d36,41,410 mm,
+Sketch10,d39,1,10 mm,
+Sketch10,d40,0.500000000000007,5.000 mm,
+Sketch10,d41,18,180 mm,
+Sketch10,d42,0.5,5 mm,
+Sketch11,d69,20,200.000 mm,
+Sketch11,d70,19,190 mm,
+Sketch11,d71,0.5,5.000 mm,
+Sketch11,d72,0.6223490221627317,100 mm,
+Sketch11,d73,0.499999999999996,5.000 mm,
+Sketch11,d75,0.5,5 mm,
+Sketch11,d76,0.5,5.00000000 mm,
+Sketch11,d77,39.5,395 mm,
+Sketch12,d59,20,d0 / 2 ul,
+Sketch12,d61,0.7714763929311846,90 deg,
+Sketch12,d78,75,750 mm,
+Sketch12,d79,38,d0 - 20 mm,
+Sketch12,d80,0.49999999999994,5.000 mm,

examples/qoi_wf/qoi_dataset/inputs/Ansys_Runs/Experiment_4/metadata.json.series

@@ -0,0 +1,17 @@
+{
+    "file_series_version": 1.0,
+    "dt": 0.0,
+    "variations": {
+        "d61": 0.7714763929311846,
+        "d13": 2.0051761382587436,
+        "d72": 0.6223490221627317,
+        "d34": 2.3619010757254775,
+        "mean_velocity": 163.64952065330243
+    },
+    "simulations": [
+        {
+            "time": 0.0,
+            "file": "duct_baffle_report.cas.h5"
+        }
+    ]
+}