@article {1910.07291, archivePrefix = {arXiv}, eprint = {1910.07291}, primaryClass = {astro-ph.GA}, author = {Philip G. Breen and Christopher N. Foley and Tjarda Boekholt and Simon Portegies Zwart}, title = {Newton vs the machine: solving the chaotic three-body problem using deep neural networks}, year = {2019}, url = {http://arxiv.org/abs/1910.07291} }