Causality Constrained Deep Learning for Explainable Risk Analysis of Bridge Pier Settlement

Abstract

AbstractDeep learning (DL) has significantly enhanced risk management in highway bridge operation. Although DL models exhibit strong predictive capabilities, their outputs derive from “black box” processes and cannot characterize uncertainty, leading to ...