Transformer based Structural Health Monitoring using Frequency Response Function (FRF) - Part 4
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Welcome back! This is the fourth and final part of our deep dive into Transformer-based Structural Health Monitoring. By now, we’ve covered how the dataset was collected, why frequency-domain (and even time-frequency) data matters, and how to spot key indicators of damage. In this post, I’ll share how I actually trained the transformer model, the roadblocks I hit, and what finally led to some pretty amazing results.