Physics-informed FRF diagnostics with XGBoost, OOD detection, SHAP explainability, and a local web UI.
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Updated
Sep 16, 2026 - Python
Physics-informed FRF diagnostics with XGBoost, OOD detection, SHAP explainability, and a local web UI.
Assignments for "Vibration Analysis and Vibroacoustics - Module A" exam @ Politecnico di Milano
Study of SDOF dynamic response: RK4 time integration, closed-form validation, and transfer-function (FRF) sweep.
Compact toolbox for structural dynamics: eigenvalue, FFT, FRF, SVD
Experimental modal analysis: LSCF/CMIF pole detection, shared-pole MIMO fitting and Streamlit views validated with synthetic ground truth.
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