Physics-Inspired Deep Learning and Transferable Models for Bridge Scour Prediction

Negin Yousefpour, Bo Wang

This paper introduces scour physics-inspired neural networks (SPINNs), a hybrid physics-data-driven framework for bridge scour prediction using deep learning. SPINNs integrate phys…