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RISKolmogorov–Arnold Networks for Accident Risk Prediction at Highway-Rail Grade Crossings
Publisher: American Society of Civil Engineers
Abstract: AbstractHighway-rail grade crossings, critical intersections where highways and railways meet,
pose significant safety challenges, with approximately 2,000 incidents annually in
the United States, according to the Federal ...
Hybrid Quantum Neural Network and Shapely Additive Explanations in Railway Track Geometry Modeling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This research investigates the application of explainable quantum machine learning (QML) for predictive maintenance in the railroad industry. By utilizing ground-penetrating radar (GPR) data to characterize subsurface track ...