Add transolver metrics

results/transolver_fullres_results.json

@@ -0,0 +1,32 @@
+{
+  "experiment": "Transolver Full-Resolution Training",
+  "model": {
+    "architecture": "Transolver3D",
+    "parameters": 544665
+  },
+  "physical_metrics": {
+    "temperature": {
+      "MAE_C": 0.5978,
+      "R2": 0.8391
+    },
+    "velocity_x": {
+      "MAE_ms": 0.0765,
+      "R2": 0.96
+    },
+    "velocity_y": {
+      "MAE_ms": 0.1889,
+      "R2": 0.9519
+    },
+    "velocity_z": {
+      "MAE_ms": 0.1428,
+      "R2": 0.9264
+    },
+    "pressure": {
+      "MAE_Pa": 0.2488,
+      "R2": 0.9874
+    }
+  },
+  "inference": {
+    "latency_mean_ms": 4972.0
+  }
+}