A visualization of simulated ground motion and predicted structural response. In the first column of graphs, the FNO model’s deflection predictions are nearly identical to the data simulation (ground truth), as demonstrated by their physical overlap, highlighting their accuracy.

Quickly predicting how structures will respond to natural hazards, such as earthquakes and hurricanes, has long been one of civil engineering’s toughest challenges, requiring significant computational resources and time-consuming simulations.…

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