initial commit FESurrogateModelTutorial

2026-05-21 17:03:51 +09:00
parent 93665d9ee6
commit 43b86669fa
122 changed files with 7929 additions and 0 deletions
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+{
+  "project": "FEMSurrogateTutorial",
+  "phase": "3-notebooks-and-final-verification",
+  "steps": [
+    {
+      "step": 0,
+      "name": "dataset-notebook",
+      "status": "completed",
+      "summary": "Added and executed dataset notebook that validates BeamExamples, generates LHS samples, builds FEM dataset, and writes reference CSV/metadata."
+    },
+    {
+      "step": 1,
+      "name": "model-notebooks",
+      "status": "completed",
+      "summary": "Added and executed five model notebooks sharing the same dataset, target, and split seed while saving metrics, predictions, and diagnostic figures."
+    },
+    {
+      "step": 2,
+      "name": "comparison-notebook",
+      "status": "completed",
+      "summary": "Added and executed comparison notebook that reads saved metrics and writes model comparison CSV and figures without retraining."
+    },
+    {
+      "step": 3,
+      "name": "final-verification",
+      "status": "completed",
+      "summary": "Ran full pytest, ruff, all seven nbconvert executions, and verified comparison outputs exist."
+    }
+  ]
+}