Update papers.bib

Author: abhilash-neog

_bibliography/papers.bib

@@ -245,7 +245,7 @@ @article{papakis2020gcnnmatch
   journal={arXiv preprint arXiv:2010.00067},
   year={2020},
   pdf={https://arxiv.org/abs/2010.00067},
-  abr={arXiv},
+  abbr={arXiv},
   preview={gcnnmatch.png}
 }
 
@@ -255,17 +255,18 @@ @article{muralidhar2019physics
   journal={arXiv preprint arXiv:1911.04240},
   year={2019},
   pdf={https://arxiv.org/abs/1911.04240},
-  abr={SDM},
+  abbr={SDM},
   preview={phynet_color.png}
 }
 
 @inproceedings{daw2019physics,
   title={Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling},
   author={Daw, Arka and Thomas, R. Quinn and Carey, Cayelan C. and Read, Jordan S. and Appling, Alison P. and Karpatne, Anuj},
+  booktitle={Proceedings of the 2020 SIAM International Conference on Data Mining},
   year={2020},
   organization={SIAM},
   pdf={https://epubs.siam.org/doi/epdf/10.1137/1.9781611976236.60},
-  abr={SDM},
+  abbr={SDM},
   preview={physics_aware.png}
 }