PREDICTIVE ANALYTICS AND APPLICATION OF AI

Crash Prediction

In a series of funded and independent work, we developed and continue to develop advanced AI algorithms (LSTM, CNN, etc) to predict crashes to support in-vehicle systems and automation.

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Traffic State Estimation and Prediction

To enable optimal signal control decisions, we apply graph theory and advanced neural network algorithms to estimate and predict traffic speeds, volumes, and other measures necessary for making informed control decisions.