@article{physicsguidedmachinelearningfor, title = {Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles}, author = {Xiaowei Jia and Jared Willard and Anuj Karpatne and Jordan S. Read and Jacob A Zwart and Michael Steinbach and Vipin Kumar}, year = {2020}, eprint = {2001.11086}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2001.11086v3}, }