AI-based prediction of train-induced environmental vibration with limited measurements
Peer-Reviewed Publication
Updates every hour. Last Updated: 11-Jun-2026 21:16 ET (12-Jun-2026 01:16 GMT/UTC)
This study presents a transfer learning–based method for predicting train-induced environmental vibration. The method applies data fusion to combine physics-based numerical simulations and limited measurement data within a neural network. It reduces the heavy reliance of conventional machine learning–based models on scarce and costly field measurements while achieving improved prediction accuracy.