Jupyter notebook and data used to do actuarial science-based bridge health monitoring.
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Aug 13, 2020 - Jupyter Notebook
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bridge-health
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Heatmap visualization of state-level bridge health repair data based on National Bridge Inventory data.
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Mar 27, 2023 - JavaScript
An AI-powered bridge health classification system that automatically categorizes bridge inspection reports into health levels using machine learning. The system leverages Explainable Boosting Machine (EBM) to achieve high accuracy while maintaining interpretability.
text-mining document-classification ebm decision-support-system predictive-maintenance cbm interpretable-ml explainable-ai report-analysis structural-health-monitoring classification-models bridge-health bridge-maintenance bridge-inspection explainable-boosting-machine infrastructure-inspection civil-engineering-ai
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Oct 3, 2025 - Python
Heatmap visualization of strain gauge readings of four bridges under load.
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Jun 24, 2021 - HTML
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