@@ -140,3 +140,40 @@ @inproceedings{papakis2021graph
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organization ={ IEEE}
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}
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+
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+ @inproceedings {yu2021physics ,
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+ title ={ Physics-guided ai for large-scale spatiotemporal data} ,
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+ author ={ Yu, Rose and Perdikaris, Paris and Karpatne, Anuj} ,
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+ booktitle ={ Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery \& Data Mining} ,
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+ pages ={ 4088--4089} ,
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+ year ={ 2021}
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+ }
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+
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+ @inproceedings {daw2021pid ,
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+ title ={ PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics} ,
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+ author ={ Daw, Arka and Maruf, M and Karpatne, Anuj} ,
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+ booktitle ={ Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery \& Data Mining} ,
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+ pages ={ 237--247} ,
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+ year ={ 2021}
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+ }
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+
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+ @inproceedings {elhamod2021biology ,
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+ title ={ Biology-guided neural network for species classification} ,
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+ author ={ Elhamod, M and Maruf, MA and Mandke, PK and Karpatne, A} ,
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+ booktitle ={ INTEGRATIVE AND COMPARATIVE BIOLOGY} ,
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+ volume ={ 61} ,
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+ pages ={ E228--E229} ,
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+ year ={ 2021} ,
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+ organization ={ OXFORD UNIV PRESS INC JOURNALS DEPT, 2001 EVANS RD, CARY, NC 27513 USA}
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+ }
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+
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+ @inproceedings {maruf2021biology ,
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+ title ={ Biology-guided neural network for fish trait discovery} ,
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+ author ={ Maruf, MA and Elhamod, M and Mandke, PK and Karpatne, A} ,
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+ booktitle ={ INTEGRATIVE AND COMPARATIVE BIOLOGY} ,
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+ volume ={ 61} ,
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+ pages ={ E577--E578} ,
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+ year ={ 2021} ,
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+ organization ={ OXFORD UNIV PRESS INC JOURNALS DEPT, 2001 EVANS RD, CARY, NC 27513 USA}
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+ }
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+
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