Update papers.bib

Author: mridulk97

_bibliography/papers.bib

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-@string{aps = {American Physical Society,}}
 
 @article{khurana2024hierarchical,
 author = {Khurana, Mridul and Daw, Arka and Maruf, M. and Uyeda, Josef C. and Dahdul, Wasila and Charpentier, Caleb and Bakis, Yasin and Bart, Henry L. and Mabee, Paula M. and Lapp, Hilmar and Balhoff, James P. and Chao, Wei-Lun and Stewart, Charles and Berger-Wolf, Tanya and Karpatne, Anuj},
@@ -177,7 +176,12 @@ @inproceedings{maruf2021biology
   organization={OXFORD UNIV PRESS INC JOURNALS DEPT, 2001 EVANS RD, CARY, NC 27513 USA}
 }
 
-## inbook
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 @article{doi:10.1089/big.2020.0071,
@@ -202,7 +206,11 @@ @article{papakis2020gcnnmatch
 }
 
 
-## inbook2
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 @article{muralidhar2019physics,
   title={Physics-guided design and learning of neural networks for predicting drag force on particle suspensions in moving fluids},