USING ARTIFICIAL NEURAL NETWORKS TO ACCELERATE TRANSPORT SOLVES Mauricio E. Tano and Jean C. Ragusa EPJ Web Conf., 247 (2021) 03027 Published online: 22 February 2021 DOI: 10.1051/epjconf/202124703027