A Graph Neural Network Surrogate Model for Incident-Based Travel Time Prediction Under Limited Sensor Data

Abhilasha Saroj, Natalie Myers, Haoran Niu

Localized roadway incidents can produce congestion well beyond their point of origin, but evaluating these effects with microscopic simulation requires a separate run for each scen…