Update papers.bib

Author: mridulk97

_bibliography/papers.bib

@@ -177,28 +177,7 @@ @inproceedings{maruf2021biology
   organization={OXFORD UNIV PRESS INC JOURNALS DEPT, 2001 EVANS RD, CARY, NC 27513 USA}
 }
 
-@inbook{doi:10.1137/1.9781611976700.76,
-author = {Jie Bu and Anuj Karpatne},
-title = {Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEs},
-booktitle = {Proceedings of the 2021 SIAM International Conference on Data Mining (SDM)},
-chapter = {},
-pages = {675-683},
-doi = {10.1137/1.9781611976700.76},
-URL = {https://epubs.siam.org/doi/abs/10.1137/1.9781611976700.76},
-eprint = {https://epubs.siam.org/doi/pdf/10.1137/1.9781611976700.76},
-}
-
-
-@inbook{doi:10.1137/1.9781611976700.31,
-author = {M. Maruf and Anuj Karpatne},
-title = {Maximizing Cohesion and Separation in Graph Representation Learning: A Distance-aware Negative Sampling Approach},
-booktitle = {Proceedings of the 2021 SIAM International Conference on Data Mining (SDM)},
-chapter = {},
-pages = {271-279},
-doi = {10.1137/1.9781611976700.31},
-URL = {https://epubs.siam.org/doi/abs/10.1137/1.9781611976700.31},
-eprint = {https://epubs.siam.org/doi/pdf/10.1137/1.9781611976700.31},
-}
+## inbook
 
 
 @article{doi:10.1089/big.2020.0071,
@@ -223,27 +202,7 @@ @article{papakis2020gcnnmatch
 }
 
 
-@inbook{doi:10.1137/1.9781611976236.63,
-author = {Nikhil Muralidhar and Jie Bu and Ze Cao and Long He and Naren Ramakrishnan and Danesh Tafti and Anuj Karpatne},
-title = {PhyNet: Physics Guided Neural Networks for Particle Drag Force Prediction in Assembly},
-booktitle = {Proceedings of the 2020 SIAM International Conference on Data Mining (SDM)},
-chapter = {},
-pages = {559-567},
-doi = {10.1137/1.9781611976236.63},
-URL = {https://epubs.siam.org/doi/abs/10.1137/1.9781611976236.63},
-eprint = {https://epubs.siam.org/doi/pdf/10.1137/1.9781611976236.63},
-}
-
-@inbook{doi:10.1137/1.9781611976236.60,
-author = {Arka Daw and R. Quinn Thomas and Cayelan C. Carey and Jordan S. Read and Alison P. Appling and Anuj Karpatne},
-title = {Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling},
-booktitle = {Proceedings of the 2020 SIAM International Conference on Data Mining (SDM)},
-chapter = {},
-pages = {532-540},
-doi = {10.1137/1.9781611976236.60},
-URL = {https://epubs.siam.org/doi/abs/10.1137/1.9781611976236.60},
-eprint = {https://epubs.siam.org/doi/pdf/10.1137/1.9781611976236.60},
-}
+## inbook2
 
 @article{muralidhar2019physics,
   title={Physics-guided design and learning of neural networks for predicting drag force on particle suspensions in moving fluids},