What type of study is this?

This is a Quantitative Study study (also classified as: Experimental Study).

September 16, 2025Science & TechniqueOpen Access

Modeling Traffic Flows Using Neural Networks

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This research develops neural network models to control congested traffic flows in urban areas, improving efficiency.

The study aims to optimize traffic flow by maximizing kinetic energy while addressing congestion.
It introduces neural networks to monitor and control traffic flow occupancy at intersections.
Using entropy as a criterion enhances the understanding of traffic chaos for better flow management.
The findings of this research are limited by specific constraints, ensuring higher accuracy in practical applications.

Morozov et al. (2025) studied this question.

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