Anuj Karpatne | DeepAI

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Featured Co-authors

Paris Perdikaris
8 publications
Sifan Wang
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Vipin Kumar
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William Watkins
1 publication
Jordan Read
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Jie Bu
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Arka Daw
1 publication

research

∙ 07/05/2022

Rethinking the Importance of Sampling in Physics-informed Neural Networks

Physics-informed neural networks (PINNs) have emerged as a powerful tool...

22 Arka Daw, et al. ∙

research

∙ 10/31/2017

Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling

This paper introduces a novel framework for learning data science models...

0 Anuj Karpatne, et al. ∙

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