A physics-informed deep learning paradigm for car-following models
Author:
Publisher
Elsevier BV
Subject
Computer Science Applications,Transportation,Automotive Engineering,Civil and Structural Engineering
Reference67 articles.
1. Tensorflow: learning functions at scale;Abadi,2016
2. Integrating machine learning and multiscale modeling–perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences;Alber;npj Digital Med.,2019
3. Dynamical model of traffic congestion and numerical simulation;Bando;Phys. Rev. E,1995
4. Optimal velocity functions for car-following models;Batista;J. Zhejiang Univ. Sci. A,2010
5. A critical evaluation of the next generation simulation (ngsim) vehicle trajectory dataset;Coifman;Transp. Res. Part B: Methodol.,2017
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