@article{physicsguidedneuralnetworkspgnnan, title = {Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling}, author = {Arka Daw and Anuj Karpatne and William Watkins and Jordan Read and Vipin Kumar}, year = {2017}, eprint = {1710.11431}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1710.11431v3}, }