Tag: transfer learning
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Transfer Learning and Domain Adaptation for Bridge Monitoring
Structural health monitoring of bridges and viaducts is a crucial field to ensure infrastructure safety and durability. However, one of the main challenges is the scarcity of available data for newly monitored structures, which makes it difficult to train reliable machine learning models. Additionally, assessing the health condition of a structure at the beginning of