@article{physicsguidedmachinelearningusing, title = {Physics guided machine learning using simplified theories}, author = {Suraj Pawar and Omer San and Burak Aksoylu and Adil Rasheed and Trond Kvamsdal}, year = {2020}, eprint = {2012.13343}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2012.13343v1}, }