initial commit FESurrogateModelTutorial

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+# Step 0: dataset-notebook
+
+## 읽어야 할 파일
+
+- `/AGENTS.md`
+- `/docs/PRD.md`
+- `/docs/ARCHITECTURE.md`
+- `/src/femsurrogate/`
+
+## 작업
+
+`notebooks/00_beam2d_fea_dataset.ipynb`를 만든다. Notebook은 BeamExamples regression 검증, LHS sampling, FEM batch run, dataset 저장을 설명하고 실행한다.
+
+## Acceptance Criteria
+
+```powershell
+uv run jupyter nbconvert --to notebook --execute notebooks/00_beam2d_fea_dataset.ipynb
+uv run ruff check .
+```
+
+## 금지사항
+
+- 핵심 solver 구현을 notebook cell에 넣지 마라.