Nalini Kumar | DeepAI

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Featured Co-authors

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research

∙ 04/25/2023

Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems

Nonlinearly interacting system components often introduce instabilities ...

0 Adam Rupe, et al. ∙

research

∙ 09/25/2019

DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems

Extracting actionable insight from complex unlabeled scientific data is ...

0 Adam Rupe, et al. ∙

research

∙ 09/16/2019

Towards Unsupervised Segmentation of Extreme Weather Events

Extreme weather is one of the main mechanisms through which climate chan...

0 Adam Rupe, et al. ∙

research

∙ 08/14/2018

CosmoFlow: Using Deep Learning to Learn the Universe at Scale

Deep learning is a promising tool to determine the physical model that d...

0 Amrita Mathuriya, et al. ∙