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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Hakan Bayrak

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Open access Aug 2026

An Inspection-Driven Decision-Support Framework for Deterioration Prediction and Maintenance Optimization of Highway Bridges Without Historical Inspection Records

Maintenance planning for highway bridges without historical inspection records remains challenging because conventional deterioration models typically require long-term data for calibration. This study proposes an inspection-driven decision-support framework that integrates bridge-specific engineering calibration, Mark...

Hakan Bayrak · 0 citations

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