Updated till 2019 papers.bib

Author: mridulk97

_bibliography/papers.bib

@@ -177,3 +177,85 @@ @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},
+}
+
+
+@article{doi:10.1089/big.2020.0071,
+author = {Muralidhar, Nikhil and Bu, Jie and Cao, Ze and He, Long and Ramakrishnan, Naren and Tafti, Danesh and Karpatne, Anuj},
+title = {Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems},
+journal = {Big Data},
+volume = {8},
+number = {5},
+pages = {431-449},
+year = {2020},
+doi = {10.1089/big.2020.0071},
+note ={PMID: 33090021},
+URL = {https://doi.org/10.1089/big.2020.0071},
+eprint = {https://doi.org/10.1089/big.2020.0071},
+}
+
+@article{papakis2020gcnnmatch,
+  title={Gcnnmatch: Graph convolutional neural networks for multi-object tracking via sinkhorn normalization},
+  author={Papakis, Ioannis and Sarkar, Abhijit and Karpatne, Anuj},
+  journal={arXiv preprint arXiv:2010.00067},
+  year={2020}
+}
+
+
+@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},
+}
+
+@article{muralidhar2019physics,
+  title={Physics-guided design and learning of neural networks for predicting drag force on particle suspensions in moving fluids},
+  author={Muralidhar, Nikhil and Bu, Jie and Cao, Ze and He, Long and Ramakrishnan, Naren and Tafti, Danesh and Karpatne, Anuj},
+  journal={arXiv preprint arXiv:1911.04240},
+  year={2019}
+}
+
+@inproceedings{daw2019physics,
+  title={Physics-aware architecture of neural networks for uncertainty quantification: Application in lake temperature modeling},
+  author={Daw, Arka and Karpatne, Anuj},
+  year={2019},
+  organization={SIGKDD}
+}
+