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Showing 1 to 2 of 2 for “"bridge maintenance decision making"”.

  1. Domain-specific adaptation of large language models and integration with knowledge graph analytics for enhanced bridge maintenance decision making

    Bridges are critical components of transportation infrastructure, ensuring mobility and economic connectivity. However, a large portion of U.S. bridges are in poor condition, raising significant safety and maintenance challenges. According to the 2025 ASCE Infrastructure Report Card, 42% of U.S. …

    uiuc Repository record for Domain-specific adaptation of large language models and integration with knowledge graph analytics for enhanced bridge maintenance decision making (opens in a new tab)

  2. Machine learning-based analytics of structured and unstructured data for enhanced bridge deterioration prediction

    The increasing availability of heterogeneous bridge data from multiple sources opens unprecedented opportunities for data analytics to better predict bridge deterioration for supporting enhanced bridge maintenance decision making. Such data include structured National Bridge Inventory (NBI) and …

    uiuc Repository record for Machine learning-based analytics of structured and unstructured data for enhanced bridge deterioration prediction (opens in a new tab)